{"id":"W2580404245","doi":"","title":"Therapeutic Communities for Substance Use Treatment: How Psychosocial Integration Can Be Integrated Into Residential Recovery","year":2016,"lang":"en","type":"dissertation","venue":"National University System Repository (National University System)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Substance use; Psychotherapist; Therapeutic community; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007178122,0.0005626568,0.0005486753,0.00217515,0.01089733,0.01013706,0.002792125,0.002893418,0.01027019],"category_scores_gemma":[0.009463584,0.000377097,0.0009418628,0.001214127,0.009541957,0.007435869,0.01600838,0.004233249,0.001178424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007507503,"about_ca_system_score_gemma":0.02134722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282103,"about_ca_topic_score_gemma":0.05331379,"domain_scores_codex":[0.9934499,0.005076484,0.00009136895,0.0002536311,0.0004603782,0.000668301],"domain_scores_gemma":[0.9963707,0.00153261,0.0001735612,0.00025019,0.0002763919,0.001396621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001147284,0.001952992,0.00457695,0.002373112,0.0001096905,0.001388725,0.1400565,0.001022692,0.0004839373,0.2182212,0.05098575,0.5787138],"study_design_scores_gemma":[0.0003188956,0.0007951104,0.01244728,0.009989072,0.0002051035,0.001744289,0.2717514,0.002004568,0.0007011366,0.2394659,0.4604594,0.0001179035],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1564073,0.06899647,0.04188134,0.3714708,0.004258595,0.002673973,0.0001541541,0.0006301851,0.3535273],"genre_scores_gemma":[0.8595144,0.04516399,0.05379642,0.01522465,0.0007236055,0.002049943,0.0001245363,0.0001549029,0.02324761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01282103,"threshold_uncertainty_score":0.05447102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569070604468836,"score_gpt":0.2558611568445397,"score_spread":0.2201704507998513,"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."}}