{"id":"W6902210206","doi":"10.6084/m9.figshare.27184881","title":"Additional file 1 of Design and rationale for an empirical investigation of the resource use and costs of investigator-initiated randomized trials in Switzerland, the UK, and Germany","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Resource use; Resource (disambiguation); Empirical research; Randomized controlled trial; Key (lock)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03060797,0.001346974,0.002128109,0.003548339,0.001181179,0.002183158,0.001958804,0.002557809,0.8231197],"category_scores_gemma":[0.3261622,0.00131298,0.001549427,0.005153215,0.0008631447,0.001954562,0.001172194,0.001985123,0.05988306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002822456,"about_ca_system_score_gemma":0.00638553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363312,"about_ca_topic_score_gemma":0.00458081,"domain_scores_codex":[0.9833639,0.01026985,0.003208202,0.001112483,0.001478925,0.000566693],"domain_scores_gemma":[0.5033792,0.4557452,0.0167155,0.01040998,0.01137988,0.002370195],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00700249,0.0006897911,0.003300361,0.02045972,0.0005556202,0.0001214092,0.0003524342,0.001957033,0.00008882364,0.01267637,0.9199541,0.03284183],"study_design_scores_gemma":[0.1310803,0.004682834,0.02924437,0.0428961,0.002503078,0.001161525,0.0009708971,0.01416702,0.001149414,0.08330993,0.6883672,0.0004673442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001580695,0.0002803533,0.007032434,0.001296888,0.0003421393,0.02403805,0.9576862,0.0004602356,0.007283017],"genre_scores_gemma":[0.07509497,0.0008788428,0.07255712,0.006115369,0.000871068,0.5949317,0.2107531,0.001283771,0.03751401],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.969392,"threshold_uncertainty_score":0.2522983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6665610655745735,"score_gpt":0.5430182357219305,"score_spread":0.123542829852643,"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."}}