{"id":"W3215510053","doi":"10.1136/heartjnl-2021-320121","title":"Outcome and right ventricle remodelling after valve replacement for pulmonic stenosis","year":2021,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Medicine; Pulmonic stenosis; Ventricle; Cardiology; Internal medicine; Pulmonary valve stenosis; Stenosis; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00006548018,0.00008478753,0.0002049077,0.00002546805,0.00005317683,0.00001949321,0.000009135704,0.0000319232,0.0001890126],"category_scores_gemma":[0.0000242924,0.0000725032,0.000529893,0.00005986142,0.00001054911,0.00002934671,0.00002319276,0.00003764705,0.0000264144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005561066,"about_ca_system_score_gemma":0.00003690246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008811598,"about_ca_topic_score_gemma":6.835806e-7,"domain_scores_codex":[0.9993025,0.00001391987,0.0001465953,0.0002376543,0.000123325,0.0001759771],"domain_scores_gemma":[0.9995244,0.00003783367,0.00001693078,0.0002193369,0.00006978438,0.0001316725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002675383,0.0001782221,0.9977212,0.0001136728,0.0002976136,0.00004004279,0.00002942763,0.000003428194,0.00007934766,0.00003767155,0.0007077656,0.0005240599],"study_design_scores_gemma":[0.002777827,0.0001960774,0.9699291,0.00009157907,0.001127793,0.00005370889,0.00006258972,0.0003972237,0.001109676,0.0001732154,0.02395177,0.0001294216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994049,0.004124275,0.0001756718,0.00077855,0.0001327364,0.0003625619,0.00003587834,0.00002226278,0.0003190802],"genre_scores_gemma":[0.9961391,0.0001041356,0.001146454,0.0008118068,0.00008458468,0.00008586028,0.00003678008,0.00001629669,0.001574968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02779209,"threshold_uncertainty_score":0.2956595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463559026456153,"score_gpt":0.3483125333663244,"score_spread":0.3236769431017629,"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."}}