{"id":"W4240017599","doi":"10.12927/hcq.2016.24480","title":"Peer Support","year":2016,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Nursing; Psychology; Medicine; Medical education; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007130473,0.0006220049,0.0005991417,0.001802537,0.007834655,0.006743511,0.002858768,0.001986979,0.1915399],"category_scores_gemma":[0.05719441,0.0003167925,0.0006120198,0.001580983,0.001948003,0.003982622,0.009441176,0.003099991,0.0583218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004952282,"about_ca_system_score_gemma":0.02397838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02008365,"about_ca_topic_score_gemma":0.04034349,"domain_scores_codex":[0.9830935,0.005273486,0.000782042,0.001184784,0.007438949,0.002227231],"domain_scores_gemma":[0.9580534,0.004426999,0.002264974,0.003871261,0.0205975,0.01078588],"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":[0.00007558517,0.0001646919,0.00384061,0.0005079875,0.0000300008,0.0005365747,0.0108508,0.00007927213,0.0003507618,0.02720452,0.6467999,0.3095593],"study_design_scores_gemma":[0.00001473596,0.00003449403,0.001345517,0.000257956,0.000008227509,0.0003305008,0.003241406,0.00004404572,0.00008410551,0.002816828,0.9918099,0.00001231223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009774974,0.004016425,0.007946436,0.03445125,0.005562305,0.001147046,0.001088583,0.0007218555,0.9352911],"genre_scores_gemma":[0.2329875,0.008134294,0.01021478,0.01573947,0.003316246,0.001322719,0.001836531,0.0007189382,0.7257295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1915399,"threshold_uncertainty_score":0.6407647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900073866948305,"score_gpt":0.4469653721105333,"score_spread":0.2569579854157028,"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."}}