{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009258932,0.0001590541,0.0003014262,0.0005171706,0.002065636,0.004077636,0.0004688156,0.001551992,0.002846763],"category_scores_gemma":[0.01609307,0.0001612814,0.0003082314,0.00049124,0.01307064,0.00243222,0.003446626,0.00303554,0.0002865534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002055651,"about_ca_system_score_gemma":0.003853912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332397,"about_ca_topic_score_gemma":0.002310087,"domain_scores_codex":[0.991164,0.006791532,0.0002669795,0.0002713649,0.001019984,0.0004860947],"domain_scores_gemma":[0.9894721,0.006693927,0.001368606,0.000654561,0.0005537037,0.001257106],"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":[0.0003725266,0.0005230769,0.04041441,0.0009158583,0.0001363732,0.0008827841,0.06317984,0.0007501583,0.001127374,0.3233746,0.01718256,0.5511404],"study_design_scores_gemma":[0.0001668942,0.001126807,0.1439257,0.004562221,0.0002521404,0.004762999,0.04339291,0.002230806,0.001737564,0.5094392,0.2882103,0.0001924621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2979191,0.05667021,0.01605214,0.3245828,0.001912141,0.0001581697,0.00009860973,0.0001007415,0.3025061],"genre_scores_gemma":[0.981741,0.007325375,0.002124545,0.005203428,0.0003049361,0.00004528154,0.00001152128,0.00001241513,0.00323135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009258932,"threshold_uncertainty_score":0.04896647,"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."}}