{"id":"W2105531965","doi":"10.1177/0272989x13492017","title":"Physicians’ Tacit and Stated Policies for Determining Patient Benefit and Referral to Cardiac Rehabilitation","year":2013,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Referral; Rehabilitation; Medicine; Family medicine; Scale (ratio); Psychology; Physical therapy","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":[0.0004555035,0.000122031,0.000371978,0.0001340967,0.000142586,0.00002859788,0.0000310699,0.0000987818,0.00003676967],"category_scores_gemma":[0.001479803,0.00009998107,0.00006107907,0.000142189,0.00005387557,0.00008454089,0.0000726538,0.0001313671,0.000009180343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009903,"about_ca_system_score_gemma":0.0000732113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001344106,"about_ca_topic_score_gemma":0.00002105676,"domain_scores_codex":[0.9983643,0.00003713294,0.0004144483,0.0002951049,0.000523573,0.0003654596],"domain_scores_gemma":[0.9980245,0.00104113,0.00006329436,0.0001523236,0.0001217105,0.0005970336],"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":[0.0001899262,0.00002560924,0.008369503,0.0001805407,0.000005486051,0.000001899691,0.001769216,0.000001121859,0.0001816565,0.00008358402,0.003074341,0.9861171],"study_design_scores_gemma":[0.00316651,0.005782065,0.9252495,0.00433469,0.00007707241,0.00006667332,0.005240419,0.004164318,0.0001489251,0.003674537,0.04770699,0.0003883157],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923776,0.0002133169,0.001861185,0.003548364,0.0003377801,0.001341398,0.00001892611,0.00003376216,0.0002676205],"genre_scores_gemma":[0.975097,0.00007053082,0.0178662,0.006559538,0.0001698388,0.0001744261,0.00001103482,0.00001899601,0.00003245903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9857288,"threshold_uncertainty_score":0.407711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090035465025003,"score_gpt":0.3704648645458608,"score_spread":0.3495645098956108,"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."}}