{"id":"W6977494117","doi":"10.6084/m9.figshare.26578202","title":"Additional file 2 of Changing patient preferences toward better trial recruitment: an ethical analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University","funders":"","keywords":"Informed consent; Confidentiality; Patient privacy; Data collection; Research ethics","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":[0.01755037,0.0008666079,0.001241305,0.003147533,0.001415986,0.002452627,0.001662665,0.001807329,0.898638],"category_scores_gemma":[0.2330736,0.0008046489,0.001069222,0.0041068,0.0006567761,0.002467293,0.001345022,0.001735826,0.1139396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295562,"about_ca_system_score_gemma":0.006378126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603418,"about_ca_topic_score_gemma":0.01039658,"domain_scores_codex":[0.9923329,0.003414033,0.001540607,0.0007052101,0.001433219,0.0005739735],"domain_scores_gemma":[0.6187209,0.3384887,0.01263822,0.007707489,0.01959176,0.00285287],"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":[0.0007206081,0.0001176985,0.001538943,0.003814721,0.00004966165,0.00005905532,0.0001902659,0.0003723346,0.00003779021,0.002242009,0.9771779,0.01367909],"study_design_scores_gemma":[0.01657632,0.0006061826,0.02552949,0.01504464,0.0003767926,0.0005479216,0.001365792,0.003150755,0.0007798164,0.03527802,0.9005046,0.000239711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007174003,0.00006228138,0.001773769,0.001419882,0.0001598991,0.002598201,0.9844404,0.0005000015,0.008328116],"genre_scores_gemma":[0.06071301,0.0008316272,0.04392916,0.01103649,0.001020463,0.1236114,0.6446344,0.004145881,0.1100776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9824497,"threshold_uncertainty_score":0.1445805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6810177911697582,"score_gpt":0.5558522512575332,"score_spread":0.125165539912225,"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."}}