{"id":"W3123003329","doi":"","title":"Analysis of consent validity for invasive, nondiagnostic research procedures.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Ethics in medical practice","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Informed consent; Medicine; Medical physics; Quality (philosophy); Clinical trial; Intensive care medicine; Alternative medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03373231,0.00009512462,0.0003653635,0.0004527975,0.0007489865,0.000005649872,0.0003009348,0.0003309952,0.0002777044],"category_scores_gemma":[0.4311092,0.00008149412,0.0001176406,0.001275593,0.0003909545,0.0001650939,0.0002018825,0.002232256,0.0000714822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006198,"about_ca_system_score_gemma":0.0008340597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002844745,"about_ca_topic_score_gemma":0.001207993,"domain_scores_codex":[0.9931259,0.004034995,0.000584526,0.0002348634,0.0008719472,0.001147773],"domain_scores_gemma":[0.8221806,0.1753895,0.0003256745,0.0004890902,0.001114035,0.0005010511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001579833,0.0004576604,0.8944052,0.002000208,0.0006521929,0.000001554852,0.003894579,0.0000042646,0.00002786371,0.01810731,0.07894976,0.001341428],"study_design_scores_gemma":[0.0005834589,0.00002715989,0.9734221,0.00007313624,0.0009138148,3.9655e-7,0.002666847,0.00002198404,0.0002209075,0.005352818,0.01660087,0.0001165788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905641,0.0008813905,0.001381129,0.02060523,0.002485815,0.01081498,0.0001936943,0.0001140665,0.07295953],"genre_scores_gemma":[0.9862204,0.0002495909,0.000414929,0.001382509,0.0004473772,0.0096406,0.00003100309,0.00001920586,0.001594342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973769,"threshold_uncertainty_score":0.9949759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6033976797591856,"score_gpt":0.5829442259002319,"score_spread":0.0204534538589537,"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."}}