{"id":"W4383597364","doi":"10.1590/1517-8692202430012022_0020p","title":"SOFTWARE DE ANÁLISE DE MOVIMENTO BASEADO EM IA PARA AVALIAÇÃO DE ESPORTE E FISIOTERAPIA","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Medicina do Esporte","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Physics; Software; Computer science; Philosophy; Operating system","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007684475,0.001469614,0.002233117,0.001284561,0.0004662893,0.0005462257,0.001261208,0.0007358958,0.005674745],"category_scores_gemma":[0.001219814,0.00147196,0.000840227,0.002343181,0.000389849,0.0003638833,0.0005169883,0.001491225,0.00106281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317766,"about_ca_system_score_gemma":0.002527595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004279374,"about_ca_topic_score_gemma":0.00005551086,"domain_scores_codex":[0.9893478,0.0007000357,0.002076561,0.001838355,0.002174865,0.003862438],"domain_scores_gemma":[0.9930952,0.0005740701,0.0009433263,0.002439295,0.0002934716,0.00265466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006941984,0.0007850647,0.6556243,0.004648339,0.001239026,0.01038418,0.007390188,0.00008348138,0.001108623,0.0006760818,0.277321,0.04004551],"study_design_scores_gemma":[0.005715903,0.001218454,0.8777031,0.006473487,0.00369924,0.0002014239,0.005580886,0.005650507,0.0002051272,0.0001450196,0.09196997,0.001436877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620588,0.008465362,0.01861024,0.002771941,0.001282111,0.003228285,0.0002389041,0.001331254,0.00201312],"genre_scores_gemma":[0.9334285,0.003069269,0.002615445,0.007413543,0.001699071,0.000387644,0.0009712643,0.000455381,0.04995989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2220787,"threshold_uncertainty_score":0.9998053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001008651060446,"score_gpt":0.3343069443850035,"score_spread":0.3042968578743991,"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."}}