{"id":"W4385497630","doi":"10.1002/bin.1969","title":"Dealing with uncertainty: A systematic approach to addressing value‐based ethical dilemmas in behavioral services","year":2023,"lang":"en","type":"article","venue":"Behavioral Interventions","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Deliberation; Value (mathematics); Psychology; Ethical dilemma; Process (computing); Telehealth; Dilemma; Protocol (science); Engineering ethics; Management science; Epistemology; Medicine; Computer science; Political science; Telemedicine; Alternative medicine; Health care; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000860891,0.0004109546,0.0007207871,0.0005002666,0.000308408,0.0001505959,0.0005158464,0.000420844,0.0004505023],"category_scores_gemma":[0.00001209402,0.0003131781,0.0004468216,0.001335484,0.0001614023,0.00009587494,0.0001727292,0.0008956204,0.0005390408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163668,"about_ca_system_score_gemma":0.000017296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053142,"about_ca_topic_score_gemma":0.00174499,"domain_scores_codex":[0.9964816,0.0004849749,0.0009709632,0.0008157142,0.0004567833,0.0007899517],"domain_scores_gemma":[0.9987376,0.0001076221,0.0002177578,0.0005595928,0.0001220436,0.000255356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003082539,0.05062266,0.7242256,0.033957,0.0007488259,0.004001727,0.0466762,0.01150368,0.002580457,0.09529696,0.004770957,0.02253339],"study_design_scores_gemma":[0.006179516,0.005034608,0.9106235,0.03806628,0.002130231,0.0001430679,0.03244007,0.001285008,0.00006856176,0.0008276264,0.0005497388,0.002651813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938541,0.0002175231,0.001008678,0.0005863875,0.0004151698,0.001592788,0.0001048093,0.0005233224,0.001697244],"genre_scores_gemma":[0.9946549,0.000001414098,0.001720698,0.0003173598,0.00004950691,0.002211198,0.0001533865,0.00005644865,0.0008350652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1863979,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5433103274410825,"score_gpt":0.4863547712447446,"score_spread":0.05695555619633796,"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."}}