{"id":"W3131098294","doi":"10.1186/s12954-021-00467-7","title":"Peer support workers as a bridge: a qualitative study exploring the role of peer support workers in the care of people who use drugs during and after hospitalization","year":2021,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Health psychology; Peer support; Qualitative research; Social support; Bridge (graph theory); Nursing; Peer group; Psychology; Peer review; Medicine; Public health; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002345579,0.0001427733,0.0002621399,0.0001384213,0.0005579133,0.00003343674,0.0001094869,0.0000542599,0.0003768564],"category_scores_gemma":[0.0001409095,0.00009795689,0.00007368029,0.0004175193,0.00005486313,0.0004166762,0.00007289038,0.0006033818,0.000006704332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001928139,"about_ca_system_score_gemma":0.000479937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008067595,"about_ca_topic_score_gemma":0.0000921556,"domain_scores_codex":[0.9960821,0.001512037,0.0008818103,0.0002068406,0.0009749272,0.0003422431],"domain_scores_gemma":[0.9980312,0.0001711454,0.000489974,0.0002161455,0.0009584833,0.0001330816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002702887,0.00013013,0.3489057,0.000174886,0.0000285287,0.000006983376,0.649628,0.00001552398,0.00002761592,0.00001273802,0.0004300562,0.000369561],"study_design_scores_gemma":[0.0007478303,0.0002060396,0.3129224,0.0003733091,0.00003334672,0.00002030531,0.6848946,0.000002213633,0.0002309821,0.00004653808,0.0004589919,0.00006347179],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963774,0.0001868216,0.000008203529,0.001217417,0.0009308169,0.0009571332,0.00002366886,0.000006583919,0.0002919275],"genre_scores_gemma":[0.9976945,0.0001237521,0.00004454708,0.000118639,0.000178921,0.0002607018,0.00005285156,0.00001848777,0.001507582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03598328,"threshold_uncertainty_score":0.4291075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187333634636328,"score_gpt":0.4186426299717794,"score_spread":0.2999092665081466,"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."}}