{"id":"W4318924251","doi":"10.1097/bot.0000000000002538","title":"How Many Patients Do We Need? Predictors of Consent to Participate in Clinical Research Studies in Orthopaedic Trauma","year":2023,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Medicine; Confidence interval; Informed consent; Odds ratio; Trauma center; Prospective cohort study; Family medicine; Retrospective cohort study; Surgery; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.02744802,0.0001578253,0.0004069535,0.000920429,0.0008016198,0.001649766,0.0006600696,0.001238725,0.003702709],"category_scores_gemma":[0.2127709,0.0002877676,0.0005403797,0.001414213,0.001443405,0.002845137,0.001460903,0.001423246,0.0004241243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006416289,"about_ca_system_score_gemma":0.003090062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00085822,"about_ca_topic_score_gemma":0.001725844,"domain_scores_codex":[0.9563972,0.03411511,0.004569872,0.0009230388,0.003048484,0.0009462613],"domain_scores_gemma":[0.755761,0.1289701,0.09483068,0.006031134,0.004736716,0.009670368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005605412,0.0002392613,0.9732599,0.0004267652,0.0001297373,0.0001815544,0.002154696,0.0000891539,0.0001702023,0.0002839245,0.001354653,0.02114948],"study_design_scores_gemma":[0.0002150459,0.001173861,0.9774615,0.001671143,0.0002035136,0.001948028,0.01090411,0.0007988332,0.0002517318,0.002139685,0.003169256,0.00006338228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794129,0.005244029,0.001331703,0.01084271,0.0000647277,0.0004152016,0.0002763041,0.00001314909,0.002399304],"genre_scores_gemma":[0.9965828,0.0011053,0.001053525,0.000819037,0.00008946849,0.0001839289,0.00007326604,0.000004216029,0.00008837708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744802,"threshold_uncertainty_score":0.1451607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6905733091837114,"score_gpt":0.6083167390233751,"score_spread":0.08225657016033627,"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."}}