{"id":"W3132302366","doi":"10.5206/uwomj.v89i1.8572","title":"Patient care in medical oncology","year":2021,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Oncology; Medical care; Family medicine; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008925823,0.0002986686,0.000666413,0.0009025356,0.005806505,0.007144619,0.0009695856,0.004842886,0.01866585],"category_scores_gemma":[0.02937505,0.0002823381,0.0004309416,0.001581108,0.007193849,0.004925642,0.006857053,0.009177558,0.002162099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072861,"about_ca_system_score_gemma":0.01971363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009334396,"about_ca_topic_score_gemma":0.01973747,"domain_scores_codex":[0.9852326,0.009158948,0.0005293273,0.0005760041,0.003032283,0.001470898],"domain_scores_gemma":[0.9802619,0.006892656,0.001354906,0.000601357,0.002722211,0.008166923],"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":[0.00003468016,0.0001269855,0.005281796,0.000619766,0.00003842213,0.0004272879,0.008812259,0.0001476299,0.0001029385,0.1283498,0.678575,0.1774836],"study_design_scores_gemma":[0.00003124933,0.0001041831,0.00469166,0.002261593,0.00001594833,0.0008119335,0.006121404,0.00007007015,0.000051552,0.04584183,0.9399684,0.00003013605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003601238,0.06877462,0.001100102,0.782295,0.008006948,0.0000397551,0.00007370597,0.00006131759,0.1360472],"genre_scores_gemma":[0.3579637,0.1624287,0.004306275,0.4169191,0.02006204,0.0002000629,0.0002594324,0.000130102,0.03773053],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01866585,"threshold_uncertainty_score":0.07784188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009077053394697186,"score_gpt":0.3059361163844705,"score_spread":0.2968590629897733,"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."}}