{"id":"W7095460217","doi":"","title":"Original article The difference between study recommendations, stated policy, and actual practice in a clinical trial","year":2004,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Clinical Practice; Margin (machine learning); Radiation therapy; Confidence interval; Radiation oncology; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7222967,0.0007729111,0.002492583,0.002383736,0.00168118,0.008416813,0.002742329,0.006495731,0.005293422],"category_scores_gemma":[0.9113564,0.001419939,0.002466933,0.00603315,0.00880961,0.005513869,0.00304528,0.004838599,0.0008525635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004948455,"about_ca_system_score_gemma":0.01166366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223418,"about_ca_topic_score_gemma":0.002529973,"domain_scores_codex":[0.09161462,0.7924418,0.07580837,0.0110352,0.02751438,0.001585676],"domain_scores_gemma":[0.02102301,0.7951412,0.1265053,0.03798791,0.01575111,0.003591389],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03978602,0.0015166,0.6243708,0.02543223,0.02500998,0.000359356,0.0112781,0.003749281,0.0009847627,0.01527846,0.03898795,0.2132465],"study_design_scores_gemma":[0.02821649,0.0150798,0.7423644,0.03878788,0.01349051,0.001695935,0.005292729,0.02117758,0.004023398,0.03697526,0.09194522,0.0009508448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6467103,0.07232814,0.0638557,0.1482957,0.01031018,0.01483268,0.007122047,0.0004607696,0.03608448],"genre_scores_gemma":[0.9540592,0.002686636,0.01852831,0.01647058,0.002088859,0.004702993,0.0007943456,0.00009059749,0.0005785201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2777033,"threshold_uncertainty_score":0.3424577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057758468676574,"score_gpt":0.4610381629461149,"score_spread":0.3552623160784575,"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."}}