{"id":"W2176147234","doi":"10.1177/070674371405900403","title":"Implementing a Continuum of Evidence-Based Psychosocial Interventions for People with Severe Mental Illness: Part 2—Review of Critical Implementation Issues","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; PsycINFO; Implementation research; Psychological intervention; Mental health; Mental illness; Evidence-based practice; Psychology; MEDLINE; Intervention (counseling); Nursing; Medicine; Psychotherapist; Political science; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.008137696,0.0001368936,0.0004921647,0.0002249082,0.001160654,0.00001713713,0.0004292593,0.00005373163,0.001809304],"category_scores_gemma":[0.001585144,0.00009048171,0.0002391586,0.0004144032,0.0002089025,0.0002915653,0.00001987484,0.0002772803,0.000004689987],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793498,"about_ca_system_score_gemma":0.006508102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01019045,"about_ca_topic_score_gemma":0.6500762,"domain_scores_codex":[0.9956081,0.001129162,0.001977696,0.0001440727,0.0004681001,0.0006728553],"domain_scores_gemma":[0.9949672,0.001406606,0.001853128,0.0002436965,0.00115135,0.0003780059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001671997,0.0000782848,0.3379444,0.02838988,0.0001379422,4.327341e-7,0.01709337,0.000002466143,0.00003612585,0.02861073,0.5805387,0.007000415],"study_design_scores_gemma":[0.01105247,0.004664622,0.1429448,0.1361324,0.001299173,0.0000613212,0.0932042,0.00006500831,0.0002609184,0.0156709,0.5937485,0.0008957392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1129338,0.00592439,0.007902794,0.8587259,0.007938147,0.004620213,0.001307497,0.00001734928,0.0006299347],"genre_scores_gemma":[0.9641328,0.0003856183,0.01343164,0.01960921,0.002031826,0.0002249481,0.00002668912,0.00004040416,0.0001169072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.851199,"threshold_uncertainty_score":0.9991241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3844868243509243,"score_gpt":0.6228146464952521,"score_spread":0.2383278221443278,"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."}}