{"id":"W4286255302","doi":"10.1200/go.22.00060","title":"Cancer Medicines: What Is Essential and Affordable in India?","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Medical Research Council; Pfizer; Servier; European Society for Medical Oncology; World Health Organization; Genentech; AstraZeneca","keywords":"Medicine; Family medicine; Essential medicines; Cohort; Snowball sampling; Public health; Population; Environmental health; Internal medicine; Nursing; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.001302478,0.0002014282,0.0003321853,0.002186421,0.0006576655,0.002768305,0.0006199852,0.0005412767,0.004877623],"category_scores_gemma":[0.007033175,0.0001723915,0.0003978509,0.006359507,0.00123135,0.001718326,0.001153084,0.0009850797,0.0003815594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242616,"about_ca_system_score_gemma":0.004753893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02445248,"about_ca_topic_score_gemma":0.03569131,"domain_scores_codex":[0.9984627,0.0003028337,0.0001863427,0.000128243,0.0005002039,0.0004196979],"domain_scores_gemma":[0.9925354,0.002188349,0.003061362,0.0002419453,0.0008724832,0.001100468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003865605,0.0001877689,0.690521,0.00588123,0.0002283293,0.001239757,0.00302788,0.0004043928,0.0008251179,0.009836704,0.02596002,0.2615012],"study_design_scores_gemma":[0.00002521193,0.0001503273,0.9324374,0.002159294,0.0001913401,0.00197111,0.009728037,0.0002983136,0.000309497,0.002584371,0.05010286,0.00004214455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7527936,0.07100067,0.0005157294,0.1164271,0.0006331179,0.00007824529,0.007628652,0.00007543328,0.05084751],"genre_scores_gemma":[0.9753637,0.0180389,0.0004721584,0.004470084,0.0002581582,0.00001983929,0.0008671498,0.00001029252,0.0004995733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02445248,"threshold_uncertainty_score":0.04862028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304200624248459,"score_gpt":0.3401625093126421,"score_spread":0.3071205030701575,"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."}}