{"id":"W2999156770","doi":"10.1016/j.conctc.2020.100606","title":"More than a box to check: Research sponsor and clinical investigator perspectives on making GCP training relevant","year":2020,"lang":"en","type":"article","venue":"Contemporary Clinical Trials Communications","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Food and Drug Administration; U.S. Food and Drug Administration","keywords":"Clinical trial; Protocol (science); Thematic analysis; Quality (philosophy); Medical education; Presentation (obstetrics); Good clinical practice; Psychology; Medicine; Qualitative research; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3633978,0.0007510597,0.00115736,0.002322906,0.0189669,0.01694621,0.005146569,0.01457432,0.004464619],"category_scores_gemma":[0.4527166,0.001445681,0.001375949,0.002427221,0.02474999,0.0131141,0.01961377,0.01505221,0.0009081305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080103,"about_ca_system_score_gemma":0.04691951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004102562,"about_ca_topic_score_gemma":0.004783276,"domain_scores_codex":[0.4585139,0.5015511,0.01054899,0.004844829,0.01519471,0.00934643],"domain_scores_gemma":[0.2821949,0.6016353,0.04924621,0.01050726,0.0253466,0.03106979],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003372032,0.0002439059,0.009233793,0.001279295,0.00004302076,0.003195911,0.9275461,0.0002329488,0.001256471,0.01021508,0.01520907,0.03120721],"study_design_scores_gemma":[0.0002705425,0.0005836063,0.005401575,0.003421501,0.00008607188,0.002178469,0.8613676,0.0007474486,0.0008009644,0.01049686,0.1144697,0.0001756895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5058975,0.008510921,0.02471977,0.4098582,0.003970857,0.002006916,0.0001825342,0.0003589249,0.04449433],"genre_scores_gemma":[0.9466711,0.002862533,0.0122245,0.03382058,0.0009419884,0.000988848,0.00007795261,0.0001231993,0.002289274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6366022,"threshold_uncertainty_score":0.7850439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9705644691006295,"score_gpt":0.7469550909975271,"score_spread":0.2236093781031024,"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."}}