{"id":"W2167393736","doi":"10.1177/0011392115590091","title":"Dependency, trust and choice? Examining agency and ‘forced options’ within secondary-healthcare contexts","year":2015,"lang":"en","type":"article","venue":"Current Sociology","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Agency (philosophy); Salience (neuroscience); Sociology; Vulnerability (computing); Dependency (UML); Epistemology; Social psychology; Public relations; Psychology; Social science; Political science; Computer science; Cognitive psychology","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":[0.001202933,0.0002084949,0.0003755591,0.00009316761,0.0008289465,0.000005521941,0.0001065584,0.000310715,0.0001812885],"category_scores_gemma":[0.0001465312,0.0001858573,0.0000234276,0.00006098929,0.0002580163,0.0001201812,0.000172733,0.0009892258,0.0001093465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046803,"about_ca_system_score_gemma":0.0006766514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002878787,"about_ca_topic_score_gemma":0.0003564214,"domain_scores_codex":[0.9970547,0.001018107,0.0007044678,0.0004233145,0.0001660681,0.0006333356],"domain_scores_gemma":[0.9981979,0.0004477634,0.0003486351,0.0002040882,0.0001453682,0.0006563059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007837767,0.00006780879,0.8806886,0.001899439,0.00001955499,0.000002831891,0.06258977,6.453931e-7,0.00003091105,0.01101549,0.001864443,0.04174211],"study_design_scores_gemma":[0.01708533,0.004017035,0.758121,0.002460021,0.0001307097,0.00002706491,0.07850705,0.000944427,0.0000318397,0.06253131,0.07474661,0.001397658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785739,0.0145867,0.00007225115,0.0006033246,0.003918886,0.00111238,0.00008260105,0.00006933326,0.0009806934],"genre_scores_gemma":[0.996063,0.0008028728,0.00030525,0.001424426,0.0003742727,0.0002547364,0.0003637007,0.00002031199,0.0003914059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1225677,"threshold_uncertainty_score":0.7579039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4361593045302613,"score_gpt":0.4869270419310966,"score_spread":0.05076773740083534,"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."}}