{"id":"W4391039429","doi":"10.31579/2694-0248/037","title":"Flat Feet is Not What Doctors Say","year":2023,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Trauma Care","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pedorthic Research Foundation of Canada","funders":"","keywords":"Arch; Lift (data mining); Balance (ability); Vault (architecture); Medicine; Anatomy; Physical medicine and rehabilitation; Structural engineering; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.000389642,0.0001599438,0.000392691,0.00009203426,0.0001129447,0.00005669365,0.00005481825,0.0002413903,0.0001726178],"category_scores_gemma":[0.000260279,0.0001194783,0.0003589428,0.0002782416,0.0002370451,0.0001274805,0.00005270158,0.0003082288,0.0001202719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000133313,"about_ca_system_score_gemma":0.00005327863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624317,"about_ca_topic_score_gemma":0.0000296644,"domain_scores_codex":[0.9984375,0.00005770614,0.0005321371,0.0004199659,0.000303397,0.0002492839],"domain_scores_gemma":[0.998856,0.0003609615,0.00006883939,0.0002786164,0.0001259494,0.0003095984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001194962,0.00007361875,0.1990413,0.0005486273,0.00008196959,0.00004364735,0.001544449,9.006548e-7,0.00002064177,0.0004356261,0.006957706,0.791132],"study_design_scores_gemma":[0.002321055,0.0009621244,0.867247,0.0002222051,0.0001401231,0.000005086669,0.006263151,0.0001809578,0.00001576745,0.0002886493,0.122158,0.0001958941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877136,0.002057573,0.00000711548,0.007125742,0.001008456,0.0003457533,0.00002911494,0.0001109893,0.001601645],"genre_scores_gemma":[0.9894237,0.005824279,0.0001138197,0.003264561,0.0003834329,0.00001554984,0.0002687382,0.00002831081,0.0006776371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7909361,"threshold_uncertainty_score":0.4872183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272367097796979,"score_gpt":0.377045202038767,"score_spread":0.3343215310607972,"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."}}