{"id":"W2379788430","doi":"10.1097/hcr.0000000000000189","title":"Severity of Depressive Symptoms Pre- and Postcardiac Rehabilitation","year":2016,"lang":"en","type":"article","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Medicine; Depression (economics); Patient Health Questionnaire; Population; Rehabilitation; Depressive symptoms; Observational study; Physical therapy; Demography; Internal medicine; Psychiatry; Anxiety; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004451015,0.0001948044,0.0002322099,0.0004873268,0.0003741937,0.000384857,0.0002156813,0.0002476523,0.00103566],"category_scores_gemma":[0.00123312,0.00009741823,0.0003416569,0.0005053303,0.0001945961,0.0001718053,0.0003324775,0.0003837504,0.0001235889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005634167,"about_ca_system_score_gemma":0.0003664156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231935,"about_ca_topic_score_gemma":0.02793532,"domain_scores_codex":[0.999576,0.0001002196,0.00007665286,0.00005265154,0.00008556309,0.0001088846],"domain_scores_gemma":[0.9988475,0.00006667477,0.0006242781,0.000032502,0.0001573432,0.0002717661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005846756,0.00004128047,0.9979655,0.00001704093,0.00003555003,0.00002761736,0.00007095325,0.00001680232,0.00009801292,0.000003805625,0.00008202864,0.001583074],"study_design_scores_gemma":[0.000002451434,0.00003862682,0.9997686,0.000004926263,0.000005697271,0.0000526146,0.00007115184,0.00001026827,0.00001210739,0.000001337053,0.00003150183,8.314527e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987998,0.0002420487,0.00002791507,0.00004119679,0.000004781517,0.00002371106,0.0003555942,0.000001950859,0.0005029956],"genre_scores_gemma":[0.9995322,0.00009407966,0.00003986129,0.00002054715,0.000003354205,0.000008923347,0.0002367286,2.976169e-7,0.00006409718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231935,"threshold_uncertainty_score":0.0244953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006981625284939158,"score_gpt":0.3049503600775879,"score_spread":0.2979687347926487,"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."}}