{"id":"W4385662434","doi":"10.1503/cmaj.230445","title":"Encountering chemotherapy 2.0","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"nobody; Chemotherapy; Medicine; Cancer; General surgery; Computer science; Surgery; Internal medicine; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004419799,0.000274821,0.0002889341,0.0002394534,0.001257371,0.001827793,0.0003707068,0.001207191,0.1611455],"category_scores_gemma":[0.00373966,0.0001666086,0.0003197814,0.0002123048,0.0003862974,0.001242656,0.001784433,0.00223077,0.04692147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009656082,"about_ca_system_score_gemma":0.001646971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937138,"about_ca_topic_score_gemma":0.006402528,"domain_scores_codex":[0.9993393,0.0001019862,0.00002620164,0.00008075401,0.00024641,0.0002053417],"domain_scores_gemma":[0.9979684,0.00008634652,0.0001623682,0.00003823274,0.0002158882,0.001528741],"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":[0.000130766,0.0001705769,0.009584705,0.0001426336,0.0000145847,0.001460048,0.0005221732,0.00004406547,0.001057607,0.003301918,0.8244395,0.1591314],"study_design_scores_gemma":[0.00002919495,0.0001639206,0.007435922,0.0002536974,0.00001144866,0.006354364,0.0008779042,0.00006671876,0.0003244113,0.00250963,0.9819388,0.00003396487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04718639,0.01476138,0.005404125,0.1957864,0.01203668,0.0004097102,0.002631082,0.002728124,0.7190561],"genre_scores_gemma":[0.2302147,0.01667704,0.007214608,0.2088965,0.007681353,0.0004011695,0.003135449,0.0008335597,0.5249456],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1611455,"threshold_uncertainty_score":0.5390854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004688811050825821,"score_gpt":0.2293062388992196,"score_spread":0.2246174278483938,"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."}}