{"id":"W4390236972","doi":"10.55684/81.2.19","title":"Há diferenças endoscópicas e histopatológicas entre lesões serrilhadas superficiais nas suas fases iniciais?","year":2023,"lang":"en","type":"article","venue":"BioSCIENCE","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; SciELO; Humanities; MEDLINE; Art; Biology","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":[0.0002726283,0.0002557982,0.0003906537,0.000406458,0.0002558884,0.00008114036,0.0003763944,0.00007894872,0.0004641948],"category_scores_gemma":[0.0004181781,0.0002092122,0.0001657015,0.001729378,0.0002858914,0.0002017763,0.000269297,0.0001663978,0.0006057349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649388,"about_ca_system_score_gemma":0.0001831174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003491922,"about_ca_topic_score_gemma":0.0002016835,"domain_scores_codex":[0.9976189,0.00003599696,0.0003508342,0.0006178608,0.0007190064,0.0006574337],"domain_scores_gemma":[0.9988983,0.000164803,0.00009328156,0.0005131619,0.00007933809,0.0002510748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428687,0.0002863752,0.892045,0.0002088106,0.00005582725,0.0007939323,0.001385457,0.00001044767,0.01865664,0.005738257,0.05763848,0.02303792],"study_design_scores_gemma":[0.001482618,0.0004072335,0.7391247,0.0001297243,0.0001309791,0.00006249019,0.001945692,0.0005067647,0.007572426,0.0001708058,0.248039,0.0004276762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831647,0.0003046659,0.00006275534,0.005631546,0.001053139,0.0004318601,0.00002169686,0.0005452095,0.008784453],"genre_scores_gemma":[0.9833554,0.0003319422,0.000175566,0.001329662,0.0002307506,0.00002721485,0.00002875446,0.00002270861,0.01449797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1904005,"threshold_uncertainty_score":0.8531425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799478342630273,"score_gpt":0.3048782308414544,"score_spread":0.2568834474151517,"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."}}