{"id":"W2243870149","doi":"10.1016/j.jtcvs.2015.10.056","title":"Hybridizing the hybrid procedure","year":2015,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine","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":[0.001459493,0.0003236027,0.0007002549,0.0007145674,0.001290626,0.001875478,0.0007603478,0.01035959,0.004071118],"category_scores_gemma":[0.00826748,0.0002986216,0.0011069,0.0004001037,0.001576358,0.001992527,0.001611869,0.01250869,0.002025314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268732,"about_ca_system_score_gemma":0.001136784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009571248,"about_ca_topic_score_gemma":0.003207102,"domain_scores_codex":[0.9988017,0.000348478,0.0001714043,0.0001824207,0.0002773769,0.0002184683],"domain_scores_gemma":[0.9964886,0.00205238,0.0001702947,0.0003007106,0.0002439908,0.0007439792],"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":[0.000642445,0.0003325658,0.02658176,0.0003138249,0.0003115305,0.2192326,0.0006085437,0.001118691,0.003702882,0.03367438,0.4854453,0.2280355],"study_design_scores_gemma":[0.0002741689,0.0005258755,0.01536144,0.0006821105,0.0001911548,0.3856878,0.001012376,0.004368246,0.002503147,0.06263695,0.5266072,0.0001496125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03008708,0.01258153,0.01069906,0.8578575,0.03183861,0.00007389284,0.0001569416,0.0002560637,0.05644919],"genre_scores_gemma":[0.1438876,0.005466612,0.007716547,0.7276992,0.08983576,0.0001314427,0.0001822899,0.00008209331,0.02499849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01035959,"threshold_uncertainty_score":0.01361924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346364429403091,"score_gpt":0.2850689366982396,"score_spread":0.2504324937579305,"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."}}