{"id":"W3106655363","doi":"10.1016/j.jcin.2020.10.043","title":"When Something Can Be Worse Than Failing","year":2020,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00856347,0.0005396149,0.001168796,0.0008427178,0.003840653,0.006156898,0.0008892793,0.02678446,0.01134695],"category_scores_gemma":[0.08755134,0.0003629944,0.0008839159,0.0006454109,0.00578319,0.004871692,0.002434061,0.03304425,0.00870702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003150166,"about_ca_system_score_gemma":0.003832436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002576871,"about_ca_topic_score_gemma":0.005060436,"domain_scores_codex":[0.9932382,0.00290642,0.0006010818,0.0005300961,0.001997915,0.0007261375],"domain_scores_gemma":[0.9669414,0.02312996,0.001425023,0.001276423,0.003125609,0.004101614],"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":[0.00006075299,0.0000253432,0.0007255014,0.00005785928,0.000015877,0.0004435028,0.0001241153,0.00009725259,0.00006233194,0.02173352,0.9537402,0.02291373],"study_design_scores_gemma":[0.0001239014,0.00006396549,0.001032294,0.0007571662,0.00002940739,0.002398547,0.0007432584,0.0009600833,0.0001661904,0.2804137,0.7132438,0.00006746058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002337579,0.001078268,0.0004322182,0.9841142,0.009446449,0.000004015623,0.00002703971,0.00002744042,0.004636656],"genre_scores_gemma":[0.009913132,0.001659176,0.001062782,0.9318763,0.04921342,0.00003450406,0.0000365481,0.0000808503,0.00612328],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02678446,"threshold_uncertainty_score":0.0452885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07610198946987051,"score_gpt":0.3033177642343119,"score_spread":0.2272157747644414,"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."}}