{"id":"W4400283949","doi":"10.3390/curroncol31070275","title":"What Is Ailing Oncology Clinical Trials? Can We Fix Them?","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa; NOSM University; Alberta Health Services; Princess Margaret Cancer Centre; Ottawa Hospital; University of Toronto; University Health Network; Health Sciences North","funders":"","keywords":"Clinical trial; Medicine; Accrual; Intensive care medicine; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1678093,0.001882842,0.006039381,0.005073462,0.003545026,0.01819398,0.004654113,0.01630285,0.007694948],"category_scores_gemma":[0.3345031,0.001902989,0.003816404,0.006310336,0.02126036,0.03731273,0.005997074,0.02590395,0.003473238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007891589,"about_ca_system_score_gemma":0.02283523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802719,"about_ca_topic_score_gemma":0.005893395,"domain_scores_codex":[0.8636355,0.0987637,0.01429298,0.003763919,0.01819207,0.001351854],"domain_scores_gemma":[0.5301484,0.4159665,0.01932966,0.008288112,0.02113241,0.005134757],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003275577,0.0001192716,0.0009974791,0.06486189,0.0008867126,0.0004789068,0.002129432,0.0007025883,0.00032529,0.1463763,0.2046084,0.5781862],"study_design_scores_gemma":[0.0003051082,0.0001185363,0.0006232529,0.102267,0.000451298,0.0006932694,0.001508192,0.0003015113,0.000121027,0.1903501,0.7031511,0.0001096353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001761758,0.727086,0.003863462,0.2548042,0.01151868,0.000172518,0.0000577581,0.00005921695,0.002262036],"genre_scores_gemma":[0.005726911,0.7347913,0.01706596,0.2228013,0.01713967,0.000778634,0.00008459419,0.0001469495,0.001464634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8321908,"threshold_uncertainty_score":0.8874708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9689449052995416,"score_gpt":0.8148665832844791,"score_spread":0.1540783220150624,"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."}}