{"id":"W4321366040","doi":"10.21203/rs.3.rs-2338930/v1","title":"Effectiveness of System Navigation Programs Linking Primary Care with Community-Based Health and Social Services: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"CINAHL; Health care; MEDLINE; Medicine; Nursing; Psychology; Psychological intervention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01581357,0.001634433,0.01099172,0.00708268,0.0009237138,0.003330663,0.002347805,0.002080268,0.004439624],"category_scores_gemma":[0.06639679,0.001305416,0.01138717,0.007714806,0.00117438,0.002431926,0.001982738,0.001757989,0.0002476889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006951721,"about_ca_system_score_gemma":0.01618521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076076,"about_ca_topic_score_gemma":0.02552694,"domain_scores_codex":[0.9835154,0.007688592,0.004468073,0.0009401551,0.002966592,0.000421139],"domain_scores_gemma":[0.9543781,0.03410591,0.007300027,0.000578051,0.003087904,0.0005501194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006117736,0.00006221456,0.0006584338,0.9462754,0.01519736,0.00004790685,0.0002306795,0.0001230575,0.00006960986,0.0001215235,0.000591541,0.03601047],"study_design_scores_gemma":[0.001317664,0.0008498637,0.004790148,0.8655601,0.1193607,0.0001587073,0.0004115615,0.000179907,0.0002716525,0.0002199317,0.006834878,0.00004478341],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005365258,0.991354,0.0002737487,0.0003199196,0.0001765672,0.001585368,0.0003903494,0.00002370651,0.0005110492],"genre_scores_gemma":[0.07214032,0.9215098,0.001853936,0.0006291711,0.0001207691,0.003264684,0.0002945345,0.00001361656,0.0001731952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01581357,"threshold_uncertainty_score":0.08363116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2356564728089404,"score_gpt":0.5490631116152084,"score_spread":0.313406638806268,"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."}}