{"id":"W4416518879","doi":"10.21956/mep.19743.r29603","title":"Referee report. For: An Epidemic of Incompetence: A Critical Review of Addictions Curriculum in Canadian Residency Programs [version 1; peer review: awaiting peer review]","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Addiction; Peer group; Addiction medicine; Peer review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009572587,0.001255125,0.001859802,0.004118684,0.006153735,0.004082903,0.004790855,0.01648456,0.1347353],"category_scores_gemma":[0.212601,0.0006868172,0.002309939,0.002849219,0.001704955,0.002470599,0.003304719,0.01049177,0.04656535],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01469572,"about_ca_system_score_gemma":0.02467593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2088327,"about_ca_topic_score_gemma":0.3195371,"domain_scores_codex":[0.9873017,0.001655029,0.001879044,0.001151162,0.007000022,0.001013081],"domain_scores_gemma":[0.7409753,0.04687138,0.005430733,0.004064164,0.1936423,0.009016013],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005743618,0.000003185696,0.00005049809,0.00007722623,0.000002713165,0.00008414948,0.00005205543,0.000003897056,0.00002869348,0.00006508225,0.9979495,0.001677323],"study_design_scores_gemma":[0.00006284667,0.00002464792,0.003098794,0.0008138888,0.00004264155,0.000592659,0.001338966,0.0001214937,0.0001934845,0.0006803834,0.9929144,0.0001157611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003240175,0.00282681,0.0004574205,0.6657941,0.3169186,0.0008080042,0.002951095,0.0006920162,0.009227944],"genre_scores_gemma":[0.008152048,0.004775265,0.001887949,0.7154297,0.1296351,0.002186838,0.001469054,0.0005153341,0.1359487],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9904274,"threshold_uncertainty_score":0.4507343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3068033277791109,"score_gpt":0.5868850780808437,"score_spread":0.2800817503017328,"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."}}