{"id":"W4388536916","doi":"10.1016/s0960-9776(23)00609-4","title":"IN37 INEQUITIES IN ACCESS TO NEW CANCER DRUGS: ROLE OF REGULATORS AND CLINICAL TRIALS","year":2023,"lang":"en","type":"article","venue":"The Breast","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Clinical trial; Cancer drugs; Oncology; Cancer; Intensive care medicine; Family medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2573601,0.0007891584,0.002427889,0.00338424,0.002832597,0.01698313,0.003532291,0.01003505,0.02633604],"category_scores_gemma":[0.381381,0.0006392974,0.001172896,0.005499728,0.009122391,0.0150138,0.007925971,0.007900943,0.001380152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009679574,"about_ca_system_score_gemma":0.03086151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006239709,"about_ca_topic_score_gemma":0.008573213,"domain_scores_codex":[0.813215,0.1529027,0.007636526,0.005876256,0.01628217,0.004087347],"domain_scores_gemma":[0.3281811,0.5612931,0.04407252,0.01753034,0.03388397,0.01503899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004857867,0.001013986,0.0520503,0.006821164,0.001423608,0.0002451324,0.002134177,0.001457778,0.0002977484,0.2427998,0.1492159,0.5376825],"study_design_scores_gemma":[0.002815449,0.001578497,0.03948169,0.04358041,0.001539468,0.00042267,0.005443333,0.004198272,0.001120184,0.2634116,0.6361714,0.0002370912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01149151,0.2411371,0.003718541,0.6846807,0.005096695,0.0006140534,0.001282834,0.00005618049,0.05192241],"genre_scores_gemma":[0.5121496,0.175654,0.01244384,0.2705764,0.01538973,0.002907909,0.001286117,0.000152348,0.009440029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2573601,"threshold_uncertainty_score":0.9158072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2963858032357987,"score_gpt":0.5522378578766761,"score_spread":0.2558520546408775,"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."}}