{"id":"W6977188902","doi":"10.6084/m9.figshare.17084267.v1","title":"Additional file 2 of Exploring reasons for recruitment failure in clinical trials: a qualitative study with clinical trial stakeholders in Switzerland, Germany, and Canada","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Qualitative research; Clinical trial; Qualitative property; MEDLINE; Qualitative analysis; Data collection; Grounded theory","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02113191,0.0006427878,0.001071812,0.005141679,0.003758484,0.003888927,0.001888206,0.002635272,0.8220034],"category_scores_gemma":[0.175045,0.0007698723,0.0005964382,0.007312678,0.001331853,0.004083989,0.002565471,0.001882353,0.08962626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00911744,"about_ca_system_score_gemma":0.0174558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03731908,"about_ca_topic_score_gemma":0.06863925,"domain_scores_codex":[0.9919,0.004888664,0.001013015,0.0004525906,0.001048756,0.0006971333],"domain_scores_gemma":[0.5697685,0.3935049,0.007775102,0.006052354,0.01762084,0.005278316],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001415434,0.0001192721,0.001505138,0.002943549,0.000009810136,0.00009867217,0.005745768,0.0002169276,0.00004227566,0.002915227,0.9756616,0.01060015],"study_design_scores_gemma":[0.003239305,0.0001847631,0.01939194,0.01200363,0.000054666,0.0002966304,0.04407782,0.001134909,0.0003115585,0.01813657,0.9009636,0.0002045953],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003374318,0.0001674943,0.002459899,0.007596749,0.0003319608,0.00697099,0.9563929,0.0006617738,0.02204387],"genre_scores_gemma":[0.1170298,0.001421088,0.04878126,0.02192476,0.0007450728,0.2633204,0.3755826,0.002988108,0.168207],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9788681,"threshold_uncertainty_score":0.2538905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9399061791032597,"score_gpt":0.6555978051648418,"score_spread":0.2843083739384179,"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."}}