{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002426749,0.00006309657,0.0003860693,0.00004259318,0.00002995897,0.00001589248,0.0001002195,0.00003369686,0.0001443915],"category_scores_gemma":[0.0007084529,0.0000355397,0.00004938833,0.0002978707,0.00006819487,0.00007045904,0.0002123457,0.0001285333,0.00001240231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001367115,"about_ca_system_score_gemma":0.00006329278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451723,"about_ca_topic_score_gemma":0.0002712736,"domain_scores_codex":[0.9990294,0.0001996536,0.0003839675,0.0001091649,0.0001371258,0.0001407017],"domain_scores_gemma":[0.998441,0.001206289,0.00009605591,0.0001152238,0.00002514019,0.000116241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002216399,0.00007013622,0.2069696,0.00007512512,0.0002393607,0.000004748289,0.002458633,0.00001323308,0.0004766161,0.0003073135,0.0187274,0.7684414],"study_design_scores_gemma":[0.001906382,0.00009088295,0.924171,0.0002112655,0.0002314133,0.00001214052,0.002218061,0.0001691479,0.000487774,0.001423203,0.06899425,0.00008444204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502632,0.001532345,7.734056e-7,0.04615372,0.0001299762,0.0002910552,0.00001939597,0.00001971393,0.001589844],"genre_scores_gemma":[0.9955213,0.00213083,0.000009375214,0.001303238,0.0004160571,0.00001376762,0.000001267496,0.000007135299,0.0005970165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.768357,"threshold_uncertainty_score":0.3706288,"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."}}