{"id":"W3001103908","doi":"10.29173/aar112","title":"Enhancing community health through patient navigation, advocacy, and social support: A community health navigator pilot study","year":2020,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Health care; Observational study; Motivational interviewing; Interview; Intervention (counseling); Quality of life (healthcare); Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00635235,0.0005247807,0.002131565,0.00004250594,0.00672636,0.00001432027,0.0008188713,0.0002261391,0.0003213065],"category_scores_gemma":[0.0009152731,0.0004709038,0.0001327106,0.0005913011,0.000147903,0.0004403102,0.001046551,0.009851233,0.0003358979],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103043,"about_ca_system_score_gemma":0.005982266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.130489,"about_ca_topic_score_gemma":0.01762563,"domain_scores_codex":[0.9774954,0.01687806,0.00328086,0.0005013777,0.0005960289,0.001248275],"domain_scores_gemma":[0.9930829,0.003132993,0.001937747,0.0008473561,0.0002219315,0.0007770652],"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":[0.0001333836,0.0007404647,0.05891994,0.06498815,0.0001328953,0.000003412183,0.4060619,9.443883e-8,0.00001996751,0.0007276733,0.4457406,0.0225315],"study_design_scores_gemma":[0.003132432,0.01031901,0.02615245,0.01277197,0.0001981261,0.00002177948,0.0666888,0.000002202374,0.000006463474,0.0006487195,0.8791417,0.0009163319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.465184,0.08998141,0.00007037105,0.4281611,0.000714104,0.01273933,0.0001426132,0.0003238661,0.002683241],"genre_scores_gemma":[0.4254845,0.04856882,0.0001330021,0.5245291,0.0002558638,0.0004353959,0.0004191284,0.00006826568,0.000105962],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4334011,"threshold_uncertainty_score":0.9997743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495511569333639,"score_gpt":0.4724145174423256,"score_spread":0.3228633605089617,"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."}}