{"id":"W2126273968","doi":"10.1177/0017896914543208","title":"With or without a therapist: Self-help reading for mental health","year":2014,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Division of Graduate Education","keywords":"Mental health; Reading (process); Diversity (politics); Psychology; Narrative; Intervention (counseling); Qualitative research; Scholarship; Medical education; Pedagogy; Social psychology; Medicine; Psychotherapist; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002688049,0.0002367745,0.0002555626,0.0003813384,0.002286741,0.00231717,0.0006442785,0.001451888,0.01013857],"category_scores_gemma":[0.008086686,0.0001618147,0.0001883145,0.0003330841,0.003330473,0.002146969,0.002864979,0.001309169,0.001095014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009932464,"about_ca_system_score_gemma":0.002034305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000840605,"about_ca_topic_score_gemma":0.003321618,"domain_scores_codex":[0.998131,0.001433136,0.00005123493,0.00008529278,0.0001323871,0.0001668438],"domain_scores_gemma":[0.9957171,0.003050496,0.0004010409,0.0001910292,0.0001106673,0.000529631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002937497,0.001720403,0.01438176,0.001573819,0.00002018713,0.003527117,0.7597011,0.00008495315,0.002024178,0.009796436,0.01949198,0.1873843],"study_design_scores_gemma":[0.000254362,0.001588155,0.02345776,0.001976314,0.00009128783,0.006476241,0.8244143,0.000393578,0.003246215,0.008098355,0.1299542,0.00004932125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859499,0.003130101,0.004314827,0.01940999,0.0004185179,0.0003853201,0.00005551004,0.0002236724,0.08611222],"genre_scores_gemma":[0.9819157,0.001646434,0.002835399,0.002086723,0.0001015856,0.0001780981,0.00002811403,0.00002561765,0.01118239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013857,"threshold_uncertainty_score":0.03391689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501740921350812,"score_gpt":0.4667973703298745,"score_spread":0.4117799611163664,"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."}}