{"id":"W2258999310","doi":"10.1053/j.semtcvs.2015.10.011","title":"Development of Congenital Cardiac Surgery in Toronto","year":2015,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Medicine; Heart disease; Cardiac surgery; Disease; Heart defect; Pediatrics; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005781364,0.000211982,0.000183881,0.002443911,0.002559993,0.001670796,0.0007170184,0.0004197281,0.006053963],"category_scores_gemma":[0.003337437,0.0002439696,0.0003125914,0.004900792,0.0007007953,0.0006237901,0.001947316,0.0008829344,0.0003604833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01907822,"about_ca_system_score_gemma":0.02377626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9070075,"about_ca_topic_score_gemma":0.9594198,"domain_scores_codex":[0.9991944,0.0001281744,0.00006160014,0.0000858828,0.0002084829,0.0003214243],"domain_scores_gemma":[0.9957693,0.0003703116,0.001010749,0.0001188402,0.001076549,0.001654301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006138098,0.00004346524,0.9761455,0.00006130698,0.000024597,0.001156152,0.007658843,0.000122487,0.0003458004,0.003122323,0.001735377,0.009522703],"study_design_scores_gemma":[0.000001614572,0.00002719287,0.9909428,0.00005229086,0.000008682176,0.0002618578,0.005395814,0.0000793058,0.00007335693,0.00006506536,0.003085623,0.00000642916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808718,0.00191684,0.00007460911,0.001657994,0.00002987931,0.00001941182,0.002734751,0.00001024763,0.01268443],"genre_scores_gemma":[0.9946789,0.001554721,0.00009485445,0.0000756035,0.00001433323,0.00000983417,0.0006650888,0.000005502074,0.00290113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09299248,"threshold_uncertainty_score":0.1870802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403087565919007,"score_gpt":0.2950894272478782,"score_spread":0.2610585515886881,"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."}}