{"id":"W2922208746","doi":"10.1016/j.jcin.2019.02.002","title":"A Heartbreaking Sadness","year":2019,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Sadness; Art; Geology; Psychology; Clinical psychology; Anger","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001126533,0.0005214455,0.002053794,0.0005224437,0.0001869905,0.0000671198,0.0002076069,0.001060094,0.0006423708],"category_scores_gemma":[0.0001290485,0.0005083341,0.01322556,0.0003754603,0.00007189178,0.0001022222,0.0001697119,0.002965239,0.002255361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007794113,"about_ca_system_score_gemma":0.000638023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007365331,"about_ca_topic_score_gemma":0.00001521211,"domain_scores_codex":[0.9954822,0.0004268189,0.0009761047,0.0009130728,0.001205131,0.0009966529],"domain_scores_gemma":[0.9970526,0.0001135453,0.0002117397,0.002082584,0.0002614135,0.0002781232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003319832,0.00009716951,0.0004510626,0.01363691,0.002275167,0.001077313,0.00004835442,0.000005990931,0.000002628195,0.00000930666,0.9723329,0.01002999],"study_design_scores_gemma":[0.001781231,0.0002473938,0.003429838,0.004556034,0.002697931,0.002615289,0.00004519481,0.000008142908,0.0000153097,0.00001753816,0.984183,0.0004031548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005602568,0.06353305,0.004455271,0.8102052,0.01928583,0.0102719,0.0009135659,0.0009499126,0.08478275],"genre_scores_gemma":[0.02352859,0.001131302,0.0007951226,0.920077,0.01729277,0.0007095765,0.003917417,0.0003928811,0.03215539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1098718,"threshold_uncertainty_score":0.9997368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537282392405108,"score_gpt":0.3567058100124743,"score_spread":0.2913329860884232,"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."}}