{"id":"W2947908329","doi":"10.1186/s40814-019-0447-0","title":"Supporting Harm Reduction through Peer Support (SHARPS): testing the feasibility and acceptability of a peer-delivered, relational intervention for people with problem substance use who are homeless, to improve health outcomes, quality of life and social functioning and reduce harms: study protocol","year":2019,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research","keywords":"Intervention (counseling); Harm reduction; Harm; Psychology; Quality (philosophy); Substance use; Peer support; Medicine; Nursing; Clinical psychology; Psychiatry; Social psychology; Public health","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007163116,0.0002918862,0.001550372,0.00004629502,0.001432109,0.00004638252,0.00008339556,0.00009311474,0.00001653839],"category_scores_gemma":[0.002601439,0.0002048261,0.00006968815,0.0002495718,0.0003659372,0.0005939847,0.0002531106,0.0003637216,2.257098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112665,"about_ca_system_score_gemma":0.0002208284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066038,"about_ca_topic_score_gemma":0.01477086,"domain_scores_codex":[0.9958266,0.0008963042,0.00151253,0.000815436,0.0005320393,0.0004170848],"domain_scores_gemma":[0.9945685,0.001238933,0.001537127,0.0002996033,0.002252628,0.0001032128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002101454,0.0004752023,0.8433366,0.005405496,0.0001317215,4.597761e-8,0.1470845,0.000001192794,0.0000444981,0.0001618317,0.0000265762,0.001230916],"study_design_scores_gemma":[0.003442266,0.001287352,0.6808157,0.0001435769,0.00003756013,1.368947e-7,0.3134775,0.00001156758,0.00000647603,0.0006302632,0.0000125011,0.0001351474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309024,0.0001742418,0.0001135132,0.001468544,0.0001007705,0.06695806,0.0002302372,0.00003918934,0.00001302768],"genre_scores_gemma":[0.9864162,0.00001384847,0.0009756544,0.00003471248,0.00007168956,0.01231525,0.00001623395,0.00002208247,0.000134382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166393,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3924003911061857,"score_gpt":0.5172272851226054,"score_spread":0.1248268940164197,"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."}}