{"id":"W4289202497","doi":"10.1111/bioe.13076","title":"“What are my options?”: Physicians as ontological decision architects in surgical informed consent","year":2022,"lang":"en","type":"article","venue":"Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"De Veber; University of Toronto","funders":"","keywords":"Paternalism; Autonomy; Informed consent; Ideal (ethics); Psychology; Process (computing); Medicine; Political science; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009258275,0.000211575,0.0004180609,0.0002044681,0.002232704,0.00003481337,0.0005413311,0.0007304278,0.001705518],"category_scores_gemma":[0.03937479,0.0001921628,0.0001121105,0.0006299627,0.00102379,0.0002458036,0.0009608141,0.01602595,0.0006281083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006314393,"about_ca_system_score_gemma":0.002360028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00077316,"about_ca_topic_score_gemma":0.008147157,"domain_scores_codex":[0.9894785,0.006881819,0.0008891351,0.0004743847,0.00153851,0.0007376704],"domain_scores_gemma":[0.9222451,0.0763406,0.0004390757,0.0005442995,0.000196894,0.0002340112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003366656,0.002330701,0.03312818,0.0009303575,0.00008627494,0.002568987,0.05786892,0.0008919284,0.00008554288,0.8422491,0.02603914,0.03045424],"study_design_scores_gemma":[0.003908166,0.0005945666,0.01333214,0.00177722,0.00003651257,0.0001191,0.1977111,0.0004245999,0.00001677904,0.1693379,0.6121382,0.0006037096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7726935,0.001615805,0.0003998558,0.169477,0.008549822,0.002039548,0.00005806418,0.0003605284,0.04480587],"genre_scores_gemma":[0.9590945,0.004662134,0.002591158,0.03062315,0.0004286997,0.0004951463,0.00005636944,0.00003916612,0.002009709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6729112,"threshold_uncertainty_score":0.9992071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2771551609181876,"score_gpt":0.5504838555176879,"score_spread":0.2733286945995003,"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."}}