{"id":"W6939424910","doi":"10.6084/m9.figshare.21222425","title":"Examining the feasibility and effectiveness of case manager delivered problem-solving therapy on late-life depression in a real-world setting: a mixed design pilot study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Attrition; Depression (economics); Randomized controlled trial; Focus group; Case manager; Major depressive disorder; Qualitative research; Qualitative property","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003538205,0.0002694377,0.0004150965,0.0002239321,0.001244872,0.00002028018,0.0003432274,0.0000533596,0.005270058],"category_scores_gemma":[0.001506987,0.0002025654,0.00002888153,0.0006274339,0.00001362319,0.0001046118,0.0009346344,0.0009229576,0.00002138251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005549958,"about_ca_system_score_gemma":0.0003963449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022228,"about_ca_topic_score_gemma":0.001132035,"domain_scores_codex":[0.9903282,0.007457435,0.0006572558,0.0006420612,0.0004194905,0.000495545],"domain_scores_gemma":[0.991559,0.007191632,0.0004426656,0.00058045,0.0001267316,0.00009953086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003279031,0.002007571,0.9415944,0.002084396,0.0001751061,0.0009325189,0.03372217,0.004475085,0.0007210305,0.00001068199,0.007202459,0.003795564],"study_design_scores_gemma":[0.003461866,0.001259906,0.9874737,0.003709467,0.00001285108,0.00001018885,0.003015578,0.0005841657,0.00008734698,0.00009970444,0.00004330156,0.0002419069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871503,0.0002830066,0.000006666529,0.00003728861,0.00008018754,0.008389025,0.003556897,0.0001063575,0.0003903297],"genre_scores_gemma":[0.9934732,0.000009077829,0.0003534653,0.0001747726,0.00001618992,0.00505209,0.0008096041,0.00005226202,0.0000592875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04587933,"threshold_uncertainty_score":0.9956393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2215491136233234,"score_gpt":0.3931585602327197,"score_spread":0.1716094466093963,"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."}}