{"id":"W4310117556","doi":"10.1182/blood-2022-158327","title":"Ethical Prioritization of Patients to CAR T-Cell Therapies: Tool Development and Process","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Accountability; Transparency (behavior); Health care; Medicine; Process management; Business; Political science","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":[0.2609093,0.002204702,0.00138931,0.006600281,0.003993141,0.01116696,0.005502438,0.002519692,0.01181089],"category_scores_gemma":[0.3591944,0.001397033,0.002558622,0.004858512,0.003985044,0.008398669,0.01584772,0.004902218,0.002832994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007675301,"about_ca_system_score_gemma":0.02767363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797806,"about_ca_topic_score_gemma":0.002627116,"domain_scores_codex":[0.7548131,0.2039283,0.01475013,0.006508583,0.01734753,0.002652313],"domain_scores_gemma":[0.517624,0.4003872,0.01414539,0.02083722,0.04232724,0.004678905],"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":[0.0007703907,0.004090742,0.01308709,0.006487133,0.0002387055,0.0009080364,0.08166492,0.01315333,0.00321039,0.05144542,0.02861061,0.7963332],"study_design_scores_gemma":[0.002715359,0.003925426,0.01660472,0.02471336,0.0008322432,0.001758677,0.08985133,0.1958715,0.03623589,0.3163247,0.3098787,0.001288176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0552473,0.0004776163,0.8530352,0.00968627,0.000439203,0.05376788,0.001018436,0.003351358,0.02297676],"genre_scores_gemma":[0.06253504,0.0002399508,0.9119257,0.0006097876,0.00004290805,0.02253189,0.0006116318,0.0002001843,0.001302834],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2609093,"threshold_uncertainty_score":0.9114305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057348515424846,"score_gpt":0.2612408947946012,"score_spread":0.2506674096403528,"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."}}