{"id":"W1993986084","doi":"10.1097/01.mlr.0000129901.05299.aa","title":"Automatic Referral to Cardiac Rehabilitation","year":2004,"lang":"en","type":"article","venue":"Medical Care","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Referral; Medicine; Context (archaeology); Attendance; Rehabilitation; Family medicine; Denial; Body mass index; Gerontology; Physical therapy; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003686174,0.00009757084,0.000314883,0.00008124979,0.00006911556,0.00000435587,0.00004762888,0.0001317042,0.0002685983],"category_scores_gemma":[0.0009223048,0.00008118179,0.0001305835,0.0002190419,0.00003924918,0.00002608301,0.00002936761,0.0002350708,0.0003437569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007506369,"about_ca_system_score_gemma":0.001029146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003811959,"about_ca_topic_score_gemma":0.00007346757,"domain_scores_codex":[0.9982862,0.000053813,0.0002819668,0.0002198283,0.0008158265,0.0003423585],"domain_scores_gemma":[0.9981156,0.00007739626,0.00002128748,0.0002484437,0.00009471465,0.001442562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004311034,0.0003589886,0.05222573,0.007556335,0.00003680349,0.0002534167,0.03607148,0.000008241568,0.0002041367,0.001589008,0.03158782,0.8696769],"study_design_scores_gemma":[0.007081644,0.005981061,0.7386959,0.002430321,0.0001454145,0.0001735206,0.01598581,0.00003120717,0.0004897658,0.0003648066,0.22819,0.0004305988],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963251,0.0004558543,0.00005142658,0.02645642,0.0008773035,0.0008514874,0.00001374563,0.000141282,0.007901498],"genre_scores_gemma":[0.9867177,0.00001994553,0.002630215,0.009913448,0.0004657653,0.00009181103,0.00007754555,0.0000165776,0.00006697295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8692464,"threshold_uncertainty_score":0.4418414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427682954055765,"score_gpt":0.3649515549192049,"score_spread":0.3506747253786472,"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."}}