{"id":"W4406522230","doi":"10.1016/j.yvas.2014.04.067","title":"10.1016/j.yvas.2014.04.067","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000539795,0.0007786998,0.0004690755,0.001142676,0.0007014183,0.002132252,0.0007606427,0.002686593,0.8250366],"category_scores_gemma":[0.001582186,0.0003282286,0.0004732614,0.0004686867,0.0006143934,0.001788504,0.0009418255,0.001580832,0.7180954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007120724,"about_ca_system_score_gemma":0.0011907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906494,"about_ca_topic_score_gemma":0.002153443,"domain_scores_codex":[0.9997481,0.0000274841,0.00002516665,0.00006078831,0.00007047883,0.00006814925],"domain_scores_gemma":[0.9990853,0.000144189,0.000131415,0.00003968783,0.0001761234,0.0004232481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000370365,0.0003409508,0.00959907,0.0004753316,0.00005319287,0.0005780103,0.00009802869,0.0001938419,0.0005339926,0.003803797,0.3120298,0.6719236],"study_design_scores_gemma":[0.000132567,0.0002280114,0.01135235,0.001663081,0.00006867146,0.006279274,0.0003567564,0.0003196257,0.0004636816,0.006489452,0.9726046,0.00004184013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01059945,0.03183499,0.002573531,0.02381769,0.005265036,0.0001223593,0.003915714,0.001696081,0.9201751],"genre_scores_gemma":[0.03893326,0.01348372,0.00286553,0.005729153,0.00304142,0.0001298323,0.002778664,0.0004091227,0.9326294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1749634,"threshold_uncertainty_score":0.2495641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007389455916451635,"score_gpt":0.2011588304708186,"score_spread":0.193769374554367,"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."}}