{"id":"W4400933996","doi":"10.1097/hep.0000000000001035","title":"Michael F. Sorrell, MD","year":2024,"lang":"pt","type":"article","venue":"Hepatology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Family medicine; Gerontology; Classics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004806501,0.0005762813,0.0004250353,0.0006650035,0.0006652305,0.0009611135,0.0003933618,0.0007107272,0.1200595],"category_scores_gemma":[0.002187935,0.000305672,0.0002049897,0.000290942,0.0002653935,0.0007138773,0.0005208022,0.002055612,0.05928169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856379,"about_ca_system_score_gemma":0.001493183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419018,"about_ca_topic_score_gemma":0.006577868,"domain_scores_codex":[0.9997153,0.00003089147,0.0000119537,0.0000841468,0.0001155468,0.00004214631],"domain_scores_gemma":[0.9991223,0.00009317426,0.00004016519,0.00001725781,0.0002564738,0.0004707389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006141571,0.00002856545,0.001217397,0.00007026353,0.000007437998,0.0002123489,0.00003319141,0.00006894901,0.0002785472,0.0008172923,0.8871579,0.1100466],"study_design_scores_gemma":[0.00004354049,0.00004754826,0.002285167,0.0002422269,0.00001198429,0.00257759,0.0000833131,0.0001862813,0.0003087618,0.000676028,0.9935242,0.00001339558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008571319,0.1182992,0.00490424,0.2594838,0.07192298,0.0002310542,0.002177934,0.001708121,0.5327014],"genre_scores_gemma":[0.04273703,0.08738724,0.004173967,0.04320695,0.0174966,0.0001515781,0.001172082,0.0003181283,0.8033564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8799405,"threshold_uncertainty_score":0.4016391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844378439086708,"score_gpt":0.3754549075949455,"score_spread":0.3570111232040785,"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."}}