{"id":"W2585380164","doi":"10.1177/2377960816689566","title":"An Environmental Scan of Health and Social System Navigation Services in an Urban Canadian Community","year":2017,"lang":"en","type":"article","venue":"SAGE Open Nursing","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"CLARITY; Social work; Mental health; Public relations; Bureaucracy; Service provider; Nursing; Business; Service (business); Psychology; Medicine; Political science; Marketing","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":[0.0006986727,0.0003606395,0.000315782,0.008823528,0.008988568,0.002169163,0.001147632,0.0005105656,0.004238734],"category_scores_gemma":[0.002096214,0.0003880853,0.0003053926,0.01610095,0.001697722,0.0006121373,0.002265004,0.0004917936,0.0003028908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02884386,"about_ca_system_score_gemma":0.05540236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882989,"about_ca_topic_score_gemma":0.9965005,"domain_scores_codex":[0.9982273,0.0001423963,0.00005294541,0.0001389617,0.0007437848,0.0006946149],"domain_scores_gemma":[0.9971475,0.0003236289,0.0002696512,0.00007421925,0.001658924,0.0005261396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003088326,0.0002092322,0.7136578,0.001266113,0.00008321261,0.004851162,0.07727641,0.0007704364,0.00465328,0.004003024,0.03544877,0.1574717],"study_design_scores_gemma":[0.000007085056,0.0000721938,0.8510973,0.0004296022,0.00003803032,0.0007678246,0.08225605,0.000441198,0.0007379535,0.0002458071,0.06384166,0.00006531428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255851,0.002465581,0.0009128803,0.001953227,0.00004269342,0.0003825152,0.01622746,0.0001231239,0.05230759],"genre_scores_gemma":[0.9779541,0.002753282,0.003119145,0.0007879292,0.0000198188,0.0002000364,0.004061176,0.00005890703,0.01104544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02884386,"threshold_uncertainty_score":0.2092778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4149197191217621,"score_gpt":0.6365665238619935,"score_spread":0.2216468047402314,"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."}}