{"id":"W2335226174","doi":"10.1097/01.cot.0000310394.41613.34","title":"Study","year":2007,"lang":"en","type":"article","venue":"Oncology Times","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample size determination; Accrual; Medicine; Randomized controlled trial; Clinical trial; Clinical Oncology; Psychology; Family medicine; Internal medicine; Cancer; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006267315,0.00005327932,0.0002068768,0.00007436202,0.00004867174,0.000003493241,0.0001091244,0.0002879424,0.001395076],"category_scores_gemma":[0.006354688,0.00004153047,0.00004278397,0.000130535,0.0002022937,0.00001459058,0.00009840236,0.001113112,0.001022498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069509,"about_ca_system_score_gemma":0.000401299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002000007,"about_ca_topic_score_gemma":0.0002934214,"domain_scores_codex":[0.998877,0.00006421665,0.0002427065,0.0001941707,0.0003731727,0.0002487473],"domain_scores_gemma":[0.9918745,0.007452841,0.00003268663,0.0002915002,0.0001880638,0.0001603832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404852,0.00745813,0.8054519,0.00005956909,0.000312877,0.005942041,0.002366852,4.9326e-7,0.001524808,0.0321383,0.0485284,0.09481183],"study_design_scores_gemma":[0.005475358,0.01537622,0.7092351,0.00004473066,0.0001338801,0.0001702073,0.005288905,0.000008452077,0.001678271,0.02389195,0.238531,0.0001658573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3909769,0.00006101441,0.00005269266,0.005154893,0.0001515705,0.0002739332,2.53726e-7,0.0000442724,0.6032845],"genre_scores_gemma":[0.8841871,0.00002543,0.001852114,0.001445672,0.0002301388,0.000006996782,0.00000118751,0.00000973155,0.1122416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4932102,"threshold_uncertainty_score":0.9997553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4902985873222704,"score_gpt":0.661006413871043,"score_spread":0.1707078265487726,"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."}}