{"id":"W2090058550","doi":"10.1016/s1499-2671(08)23002-9","title":"Should Publication Ethics be Taught in the Professional Curriculum for Health Science Students?","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Publishing; Confidentiality; Medicine; Peer review; Scopus; Curriculum; Medical education; Health care; Critical appraisal; MEDLINE; Alternative medicine; Psychology; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004782496,0.00006490427,0.000151999,0.0006054867,0.0005004873,0.00004087658,0.0004156161,0.00007582452,0.00004099316],"category_scores_gemma":[0.006071747,0.0000433794,0.00003745674,0.001174144,0.0004033532,0.0002248589,0.00000742945,0.0007560413,0.000001617618],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004729835,"about_ca_system_score_gemma":0.01238211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001593884,"about_ca_topic_score_gemma":0.0007731965,"domain_scores_codex":[0.9983289,0.0000525113,0.0004312825,0.0001013405,0.0007564022,0.0003295124],"domain_scores_gemma":[0.9978729,0.0001044713,0.0002484032,0.0001602555,0.001350921,0.0002630335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001405743,0.0001593366,0.8259296,0.00005850723,0.000009992742,0.000002193194,0.00569469,0.000001894831,0.00003225039,0.002898893,0.1623633,0.00284792],"study_design_scores_gemma":[0.0006992605,0.0002642436,0.9228451,0.0002915552,0.00001348904,0.00004010131,0.002634302,0.000153726,0.00006962428,0.000374615,0.072541,0.00007302298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637981,0.0001744054,0.00002575823,0.23495,0.0006451833,0.0002980241,0.000003666922,0.000001989082,0.0001028976],"genre_scores_gemma":[0.9619733,0.000007791933,0.001678358,0.03585921,0.0003153878,0.0000283676,0.00001910693,0.000006741291,0.0001117384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1990908,"threshold_uncertainty_score":0.9932168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08703873483358987,"score_gpt":0.4342907743269295,"score_spread":0.3472520394933397,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}