{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0402212,0.0002989358,0.0002439647,0.001897059,0.001912097,0.002411886,0.0007005015,0.0009430817,0.0007702286],"category_scores_gemma":[0.1854918,0.0003088676,0.0004419326,0.0008862216,0.003704332,0.001033095,0.00137306,0.001328451,0.000155173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005640133,"about_ca_system_score_gemma":0.008055756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04463267,"about_ca_topic_score_gemma":0.05162396,"domain_scores_codex":[0.9562885,0.02775207,0.00363441,0.001409487,0.009600531,0.001315148],"domain_scores_gemma":[0.7327599,0.166972,0.06317978,0.009675502,0.02260563,0.004807302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005920948,0.0002477578,0.9120217,0.0001878717,0.0002477246,0.0001610369,0.03987452,0.001624394,0.001563748,0.001146383,0.0008740856,0.04145861],"study_design_scores_gemma":[0.00007720538,0.0003682125,0.9539014,0.0004452211,0.0001226762,0.0004580274,0.02445114,0.0108896,0.002707106,0.003194676,0.003241999,0.0001427563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926442,0.0003109356,0.002189265,0.001184248,0.00001772122,0.00007192133,0.00004975767,0.00001598891,0.003515958],"genre_scores_gemma":[0.998859,0.0000578942,0.0008929921,0.0001042191,0.000008019855,0.00001178789,0.00001859685,0.000001554211,0.0000459015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04463267,"threshold_uncertainty_score":0.2127126,"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."}}