{"id":"W6976791522","doi":"10.6084/m9.figshare.17084267","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":"Academic Research in Diverse Fields","field":"Social Sciences","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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004812723,0.0001009061,0.0005442149,0.00006192597,0.00009369235,0.00003113222,0.000203702,0.0001808056,0.6493304],"category_scores_gemma":[0.1586066,0.00008857573,0.00009413302,0.0002636092,0.0000589255,0.0001799894,0.0001024506,0.000560953,0.000008142106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580771,"about_ca_system_score_gemma":0.004218264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03036162,"about_ca_topic_score_gemma":0.8311352,"domain_scores_codex":[0.9933426,0.004371207,0.0009888664,0.0003792837,0.0006191712,0.0002988786],"domain_scores_gemma":[0.9499103,0.04919795,0.0003436322,0.0001417849,0.0002241542,0.0001821283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001804396,0.0001984687,0.0002376817,0.00002011432,0.00004904773,0.00005826589,0.007765559,0.000001001292,1.656516e-8,0.00001526978,0.9876217,0.002228444],"study_design_scores_gemma":[0.01141037,0.0005234154,0.002472526,0.0009942405,0.000007823757,3.30258e-7,0.2211986,0.000008440081,4.804699e-7,0.00004705424,0.76322,0.0001166941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01956473,0.0000175139,2.302527e-7,0.000599152,0.00006509059,0.002381568,0.9767983,0.00000722666,0.0005661994],"genre_scores_gemma":[0.1540527,0.0001014373,0.001850188,0.0003943316,0.002117485,0.06209095,0.7768764,0.00005677585,0.002459765],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8007736,"threshold_uncertainty_score":0.9760953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8232214984846848,"score_gpt":0.5684859652388872,"score_spread":0.2547355332457977,"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."}}