{"id":"W4225156125","doi":"10.2147/ppa.s362706","title":"The Weakness of Will: The Role of Free Will in Treatment Adherence","year":2022,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Agency (philosophy); Compliance (psychology); Health care; Mental health; Control (management); Socioeconomic status; Nursing; Psychiatry; Psychology; Social psychology; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0001619947,0.0001298459,0.000176899,0.00003482529,0.0004552342,0.00002659355,0.0003807978,0.00001713101,0.0006617288],"category_scores_gemma":[0.00001326039,0.00007167515,0.00004255572,0.00007081911,0.0002816225,0.0001294733,0.0001645866,0.0001398322,0.000002136654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002758049,"about_ca_system_score_gemma":0.00009074307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297453,"about_ca_topic_score_gemma":0.003876645,"domain_scores_codex":[0.9987804,0.0001497178,0.0003938125,0.000187579,0.0002607205,0.0002277875],"domain_scores_gemma":[0.9991165,0.0001941744,0.0002448138,0.0003527589,0.00004355426,0.00004824386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006569551,0.0009384049,0.06413493,0.0001787831,0.00004969131,0.000001555249,0.1205196,0.00003330989,0.0002236472,0.3783345,0.0007076251,0.4342209],"study_design_scores_gemma":[0.003257576,0.0161235,0.01502356,0.0005012164,0.00008069385,0.000009051061,0.2380786,0.0006595918,0.002469576,0.1578722,0.565172,0.0007524739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726446,0.004567663,7.68905e-7,0.000177846,0.0004090728,0.0005318373,0.0001819243,0.000008960523,0.02147737],"genre_scores_gemma":[0.9983255,0.0004525927,0.00000973382,0.00006676259,0.00003106272,0.0002716945,0.000008293153,0.000005994252,0.0008283472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5644643,"threshold_uncertainty_score":0.7245467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417966232253726,"score_gpt":0.2457275166036529,"score_spread":0.2015478542811157,"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."}}