{"id":"W2043372987","doi":"10.1111/j.1751-7141.2010.00086.x","title":"Will Increasing Referral to Cardiac Rehabilitation Improve Participation?","year":2010,"lang":"en","type":"article","venue":"Preventive Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Medicine; Specialty; Psychological intervention; Rehabilitation; Medical prescription; Family medicine; Physical therapy; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413455,0.0001473123,0.0005723336,0.0001253984,0.0001082862,0.00000652863,0.00004832193,0.0001688948,0.00003767903],"category_scores_gemma":[0.001549795,0.0001387744,0.0002641214,0.0001764662,0.00008625646,0.0001181516,0.00006086367,0.0003860192,0.00010308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775923,"about_ca_system_score_gemma":0.000239994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002001724,"about_ca_topic_score_gemma":0.00002728874,"domain_scores_codex":[0.998113,0.000457527,0.0003671132,0.0004030562,0.0001711388,0.0004881303],"domain_scores_gemma":[0.9983881,0.0003758138,0.00007328205,0.0003813734,0.0002333033,0.0005480862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002215561,0.0001684896,0.7552944,0.000440757,0.0001972922,0.00002451437,0.002025155,0.000008588298,0.1683338,0.002580326,0.004804255,0.06390689],"study_design_scores_gemma":[0.0008575836,0.001089952,0.9510763,0.00003899539,0.0001378125,0.000052452,0.0002604045,0.000009250455,0.001169676,0.0005258989,0.04463103,0.0001506528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848282,0.00006872002,0.0004044941,0.002464182,0.002483268,0.001543664,0.00004734382,0.00007063546,0.008089518],"genre_scores_gemma":[0.9933476,0.0000169724,0.003689427,0.001140463,0.00107055,0.000354317,0.00008143143,0.00002273858,0.0002764421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1957819,"threshold_uncertainty_score":0.5659057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549012752089853,"score_gpt":0.3663068298207063,"score_spread":0.3508167022998078,"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."}}