{"id":"W4312193607","doi":"10.1016/j.cpsurg.2022.101245","title":"Current status of adult cardiac surgery–part 2","year":2022,"lang":"en","type":"article","venue":"Current Problems in Surgery","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cardiac surgery; General surgery; MEDLINE; Current (fluid); Intensive care medicine; Surgery","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":[0.0042805,0.0007667452,0.001063567,0.003370091,0.0007518371,0.00366789,0.001537205,0.002358464,0.0247648],"category_scores_gemma":[0.008259993,0.0003042348,0.0008457788,0.004026993,0.001433673,0.00429671,0.001452861,0.00251504,0.004753341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651573,"about_ca_system_score_gemma":0.006070153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969353,"about_ca_topic_score_gemma":0.00410596,"domain_scores_codex":[0.9985126,0.0003744073,0.0003392563,0.0001830558,0.0003932377,0.0001974752],"domain_scores_gemma":[0.9880078,0.004271593,0.001672679,0.0002631934,0.003784707,0.00200004],"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":[0.0002786143,0.0002536652,0.004273911,0.008523337,0.00005145472,0.0001346981,0.0001156629,0.000389209,0.0005241264,0.006723236,0.1589862,0.8197459],"study_design_scores_gemma":[0.0000569503,0.0003704606,0.01312453,0.00952904,0.0001740387,0.0006890396,0.0003817691,0.0003902313,0.0003504214,0.003043134,0.9718445,0.00004589153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001755754,0.9391539,0.001106969,0.03211734,0.01162111,0.0000419766,0.0004029237,0.0001211504,0.0136789],"genre_scores_gemma":[0.0154113,0.9379832,0.002465631,0.01145877,0.02651701,0.00008867155,0.000810211,0.00003429035,0.005230966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0247648,"threshold_uncertainty_score":0.08284652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500472280193197,"score_gpt":0.2834193345885997,"score_spread":0.2484146117866677,"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."}}