{"id":"W2531448578","doi":"10.1136/openhrt-2015-000328","title":"Predictors of poor outcome among children with heterotaxy syndrome: a retrospective review","year":2016,"lang":"en","type":"review","venue":"Open Heart","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Heterotaxy; Medicine; Outcome (game theory); Retrospective cohort study; Pediatrics; Internal medicine; Heart disease; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004300645,0.0006531337,0.005580024,0.0001663779,0.00009234445,0.00002977228,0.0004199998,0.0001811797,0.00082283],"category_scores_gemma":[0.0002703519,0.0003699175,0.0008116204,0.0005048143,0.0003279722,0.0001887543,0.0006259754,0.0004295296,0.0003711813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263779,"about_ca_system_score_gemma":0.0004762886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150652,"about_ca_topic_score_gemma":0.00002926468,"domain_scores_codex":[0.9968036,0.0002009414,0.001119932,0.0008052871,0.0006221828,0.0004480313],"domain_scores_gemma":[0.9977722,0.0001011323,0.0004039925,0.001135719,0.000237144,0.0003498453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001003889,0.0004112144,0.5435326,0.1468918,0.006468238,0.0002848218,0.00002774188,1.293076e-9,1.642494e-7,0.00001164311,0.02649434,0.275777],"study_design_scores_gemma":[0.0007218033,0.0008444913,0.1380499,0.2928978,0.005222366,0.001247805,0.000002472097,2.775708e-8,2.766185e-7,0.000002110636,0.5605843,0.0004265769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007881572,0.984453,3.842549e-7,0.0001819251,0.0001291019,0.010719,0.000587486,0.00005332179,0.003087618],"genre_scores_gemma":[0.000662805,0.9927939,0.00009408636,0.0002120517,0.0001129558,0.0008905559,0.00008532278,0.0001311841,0.005017198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.53409,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837117916902043,"score_gpt":0.360403242561127,"score_spread":0.3220320633921065,"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."}}