{"id":"W4322729244","doi":"10.46613/congastro2022-34","title":"TL 731 MODELO BASADO EN INTELIGENCIA ARTIFICIAL (IA) PARA PREDICCIÓN DE CAMBIO DE EXTENSIÓN DE LA COLITIS ULCEROSA SEGÚN CLASIFICACIÓN DE MONTREAL A PARTIR DE REGISTRO PROSPECTIVO DE ENFERMEDAD INFLAMATORIA INTESTINAL (EII)","year":2022,"lang":"es","type":"article","venue":"","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009067329,0.00086935,0.0006447469,0.0008100515,0.0003230996,0.001467533,0.001055991,0.001018128,0.005510896],"category_scores_gemma":[0.002591677,0.0003549508,0.001063427,0.0005138984,0.0002753868,0.0006037275,0.0004644939,0.0007909815,0.0009432534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066017,"about_ca_system_score_gemma":0.001214879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06091461,"about_ca_topic_score_gemma":0.03210131,"domain_scores_codex":[0.9997678,0.00004762359,0.00002043615,0.00008557503,0.00003138282,0.00004728878],"domain_scores_gemma":[0.9992593,0.0003649563,0.00006523427,0.00004109227,0.0002312326,0.00003809449],"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":[0.0004753419,0.0002036834,0.01159937,0.00009226935,0.000143298,0.0001358572,0.0000591218,0.9402481,0.00133562,0.0009521245,0.001530291,0.04322485],"study_design_scores_gemma":[0.000007412647,0.000027023,0.0006515218,0.000005279926,0.00001694569,0.00000648758,0.000006298962,0.9986712,0.0002454261,0.000191845,0.0001677168,0.000002883817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6206397,0.00162665,0.3506789,0.001373556,0.0006524966,0.0001882019,0.003729078,0.008191849,0.01291974],"genre_scores_gemma":[0.9689589,0.000210083,0.02478151,0.0001026128,0.00003821086,0.00009895709,0.00110805,0.00006687514,0.004634838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06091461,"threshold_uncertainty_score":0.1211201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296341726054253,"score_gpt":0.3202049136628036,"score_spread":0.2972414964022611,"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."}}