{"id":"W1982637995","doi":"10.1097/01.hcr.0000327182.13875.07","title":"Factors Affecting Cardiac Rehabilitation Referral by Physician Specialty","year":2008,"lang":"en","type":"article","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University Health Network","funders":"","keywords":"Referral; Medicine; Family medicine; Specialty; Primary care; Cross-sectional study; Primary care physician","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001393166,0.0001753028,0.0006790872,0.0002153197,0.0002210425,0.00001007347,0.00003407724,0.0001184475,0.00001052955],"category_scores_gemma":[0.0004569628,0.0001499155,0.0006421577,0.0002418634,0.0001113963,0.0004062316,0.00001421708,0.0003221825,0.000002698053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209451,"about_ca_system_score_gemma":0.0002261665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002451983,"about_ca_topic_score_gemma":0.000001707761,"domain_scores_codex":[0.9976829,0.0005377286,0.0007881984,0.0002136747,0.0005458304,0.0002316909],"domain_scores_gemma":[0.9981782,0.0005724138,0.000435745,0.0001616741,0.0003037292,0.0003482215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00253157,0.0007120477,0.843715,0.002007505,0.0002215714,0.00002762006,0.01025085,0.00002178722,0.007731654,0.000109623,0.02625455,0.1064163],"study_design_scores_gemma":[0.001326865,0.004675553,0.9732237,0.0003362703,0.0001505315,0.000190864,0.004919824,0.000007498009,0.0002555637,0.0004565888,0.0143114,0.0001453643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935461,0.001656634,0.0001560284,0.001124353,0.0008333856,0.0006838595,0.00001601058,0.00002350322,0.001960182],"genre_scores_gemma":[0.996384,0.000456848,0.002083194,0.0001294847,0.0006203251,0.0000071188,0.00005547346,0.00002140241,0.0002421538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295087,"threshold_uncertainty_score":0.6113378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620413707159356,"score_gpt":0.3254505710671155,"score_spread":0.2992464339955219,"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."}}