{"id":"W4284961880","doi":"10.1016/j.lana.2022.100317","title":"CostPlus and implications for generic imatinib","year":2022,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Arnold Ventures","keywords":"Imatinib; Business; Computer science; Medicine; Cancer research","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":[0.000269945,0.0001055424,0.0003390426,0.00003593126,0.0005768148,0.000006602595,0.0001228542,0.00001383222,0.00005515268],"category_scores_gemma":[0.00002727601,0.0000762768,0.00005590588,0.0002178158,0.0001266885,0.00001753434,0.00008023994,0.0001788854,0.000008128885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007386123,"about_ca_system_score_gemma":0.0006432986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002630728,"about_ca_topic_score_gemma":0.000008916882,"domain_scores_codex":[0.9989847,0.0000791287,0.0002023117,0.0002301863,0.0001619025,0.0003417833],"domain_scores_gemma":[0.9989846,0.0002731747,0.0001664819,0.0004081625,0.00003292422,0.0001346205],"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":[0.001213973,0.0003786719,0.01471115,0.0003714007,0.000225036,0.000008122453,0.002184276,0.0001432659,0.0003029291,0.01689865,0.7484667,0.2150958],"study_design_scores_gemma":[0.00398398,0.0008806188,0.1509411,0.00002285188,0.00005602263,0.001057213,0.0003871604,0.001177525,0.000003668,0.001815973,0.8395491,0.0001248256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3249915,0.009784408,0.001050984,0.6592624,0.0001682803,0.002785688,0.0003633779,0.0001702093,0.001423163],"genre_scores_gemma":[0.8816537,0.003203164,0.01280097,0.0957623,0.0008304432,0.002925727,0.0005929556,0.00006643117,0.002164304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5635001,"threshold_uncertainty_score":0.4436451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145602861942313,"score_gpt":0.4066263761315584,"score_spread":0.2610235141892454,"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."}}