{"id":"W3196273051","doi":"10.1080/10255842.2021.1968380","title":"Credibility assessment of patient-specific biomechanical models to investigate proximal junctional failure in clinical cases with adult spine deformity using ASME V&V40 standard","year":2021,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Credibility; Asymptomatic; Medicine; Biomechanics; Consistency (knowledge bases); Confidence interval; Deformity; Physical therapy; Surgery; Physical medicine and rehabilitation; Computer science; Internal medicine; Anatomy; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005622859,0.0009877472,0.0007142982,0.001845806,0.0004352675,0.001174489,0.001250692,0.001612698,0.001987428],"category_scores_gemma":[0.02184262,0.0005260016,0.001209116,0.0006571515,0.0007198794,0.0006998335,0.001619614,0.0009043485,0.0002318877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006117935,"about_ca_system_score_gemma":0.001119193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004818194,"about_ca_topic_score_gemma":0.004253692,"domain_scores_codex":[0.998058,0.000755815,0.0001667746,0.0002095119,0.0006935794,0.0001163539],"domain_scores_gemma":[0.9911078,0.00593532,0.001002289,0.0007519193,0.001029517,0.0001732202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00026057,0.0001168238,0.02452197,0.0001902306,0.0001020623,0.0002416165,0.0001900897,0.950946,0.005059431,0.002279581,0.0006150888,0.01547641],"study_design_scores_gemma":[0.00001526059,0.0001119865,0.004540107,0.00006261092,0.00002291113,0.0001309193,0.00006763852,0.9911473,0.002110817,0.001190708,0.0005752818,0.00002442968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5930858,0.0007628676,0.3974877,0.0005250323,0.0000870813,0.0003891378,0.001198695,0.000900648,0.005563061],"genre_scores_gemma":[0.9709995,0.0001346403,0.02784943,0.000034299,0.000009687437,0.0001166469,0.0004198517,0.00006388285,0.0003720615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005622859,"threshold_uncertainty_score":0.02973688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09486621248549221,"score_gpt":0.4016986117794564,"score_spread":0.3068323992939642,"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."}}