{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02968535,0.0001948273,0.001044885,0.0003874999,0.0004268794,0.000005773393,0.0006150328,0.0002464716,0.002205631],"category_scores_gemma":[0.06690241,0.0001669895,0.0002555114,0.001231466,0.0002561214,0.0003006121,0.000172628,0.001360258,0.0001284243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006828231,"about_ca_system_score_gemma":0.005473767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1929146,"about_ca_topic_score_gemma":0.135767,"domain_scores_codex":[0.9914588,0.002123562,0.002295025,0.00054097,0.002522823,0.001058766],"domain_scores_gemma":[0.9711773,0.001136725,0.0006538303,0.001116565,0.0252642,0.0006513232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009566268,0.0002556962,0.02780382,0.1076103,0.0000184401,0.000003926116,0.0004267798,3.736893e-7,0.00003551902,0.005796994,0.8564819,0.001556622],"study_design_scores_gemma":[0.0002145561,0.0002741687,0.007380353,0.2139445,0.00004595649,0.000007561812,0.002335578,0.0000384455,0.000003065956,0.0003676129,0.7752472,0.0001410452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01125879,0.2262546,0.00001372367,0.7172497,0.0006447488,0.01070881,0.002077742,0.00005366148,0.03173825],"genre_scores_gemma":[0.1390438,0.7190672,0.007904422,0.003988066,0.0005892278,0.003532621,0.01538425,0.0001443366,0.1103461],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7132617,"threshold_uncertainty_score":0.9991431,"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."}}