{"id":"W2416952254","doi":"10.1503/cmaj.051016","title":"A cautionary tale","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Field (mathematics); Computer science; Classics; Psychoanalysis; Medicine; Art; Psychology; Psychiatry; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004404978,0.001148986,0.0008983005,0.001493865,0.01172272,0.01055377,0.002975768,0.01070606,0.01783005],"category_scores_gemma":[0.02448562,0.0005060813,0.0008711831,0.0009878051,0.0142056,0.01285921,0.005947468,0.03174118,0.009462439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292027,"about_ca_system_score_gemma":0.003967098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009025327,"about_ca_topic_score_gemma":0.0183997,"domain_scores_codex":[0.996861,0.001409136,0.0001210276,0.0004711451,0.0008087323,0.0003290336],"domain_scores_gemma":[0.9932412,0.003161756,0.0002968156,0.000502178,0.001622987,0.001175048],"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":[0.00001038663,0.000005579707,0.00006639163,0.00003147906,0.00000478978,0.00009347339,0.0009122966,0.00001829549,0.00002037168,0.02588235,0.9675444,0.005410104],"study_design_scores_gemma":[0.000007312809,0.00001082683,0.0001466535,0.0003059544,0.000004614032,0.0004633743,0.003158629,0.00005806462,0.00004345783,0.0356007,0.9601794,0.00002112642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000430329,0.01636184,0.000851492,0.9085503,0.05509719,0.00001310026,0.00005744566,0.00008388239,0.01855443],"genre_scores_gemma":[0.01591099,0.01489615,0.001800769,0.8224643,0.06921184,0.00007357841,0.00006185662,0.0002592564,0.07532119],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01783005,"threshold_uncertainty_score":0.05964744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008500055580836378,"score_gpt":0.2169494423751084,"score_spread":0.2084493867942721,"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."}}