{"id":"W4251733432","doi":"10.1111/etp.12071_5","title":"Markus Haapasalo, DDS, DR ODONT (PHD), FRCDC (ENDODONTICS), Professor and Chair, Division of Endodontics, Head, Department of Oral Biological & Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, Canada","year":2014,"lang":"en","type":"article","venue":"Endodontic Topics","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endodontics; Dentistry; Medicine; Library science; Columbia university; Medical library; Sociology; Media studies; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002348401,0.0001788154,0.0008081142,0.00008818214,0.0003674121,0.00001401895,0.0006489048,0.0003026352,0.0006246747],"category_scores_gemma":[0.00276838,0.0002174465,0.0001119919,0.000337124,0.0009577986,0.0001533703,0.0006044193,0.0005504034,0.000003385257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623404,"about_ca_system_score_gemma":0.002242073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7808678,"about_ca_topic_score_gemma":0.9662808,"domain_scores_codex":[0.9955287,0.001020949,0.001004315,0.0004783526,0.001359237,0.000608434],"domain_scores_gemma":[0.9969649,0.0008240705,0.0008636268,0.0004707564,0.0005337154,0.0003429081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006624586,0.0005295705,0.9478275,0.0007998232,0.00008234323,0.00002022956,0.0004736945,0.000002012809,0.0001379872,0.0003530532,0.03725383,0.01245367],"study_design_scores_gemma":[0.0026185,0.000361961,0.8758137,0.0005228773,0.00007784941,0.0000175997,0.003075684,0.0001583133,0.0001493428,0.0002556717,0.1167202,0.00022829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936553,0.0004129038,0.0009409701,0.0007393655,0.001977415,0.000882344,0.0005797215,0.00001903404,0.000792897],"genre_scores_gemma":[0.9868402,0.0004504988,0.002494654,0.00007069978,0.00007847345,0.000009127964,0.000118717,0.00001795689,0.009919692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185413,"threshold_uncertainty_score":0.8867211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027623642390617,"score_gpt":0.4006797707271857,"score_spread":0.297917406488124,"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."}}