{"id":"W4310817536","doi":"10.21203/rs.3.rs-2313842/v1","title":"Telephone outreach by volunteer navigators: a theory-based evaluation of an intervention to improve access to appropriate primary care","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Monash University; Australian Government; McGill University; Australian Primary Health Care Research Institute, Australian National University; Primary Health Care Research, Evaluation and Development","keywords":"Outreach; Psychological intervention; Intervention (counseling); Health care; Medicine; Service (business); Nursing; Family medicine; Citizen journalism; Psychology; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02056414,0.001274791,0.001029504,0.0009110721,0.001701611,0.001101573,0.002313799,0.001377114,0.002918405],"category_scores_gemma":[0.02038483,0.0005843468,0.001081702,0.0006882252,0.001772891,0.0009162325,0.001527121,0.001243617,0.0002338195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006494863,"about_ca_system_score_gemma":0.01056562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01751093,"about_ca_topic_score_gemma":0.01946397,"domain_scores_codex":[0.9850842,0.01200918,0.0005234876,0.0006323574,0.0009181708,0.000832549],"domain_scores_gemma":[0.9853693,0.01032842,0.0008526638,0.0007289798,0.001295969,0.00142466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09316476,0.3587927,0.01283984,0.008327421,0.0009076609,0.0005474271,0.03034813,0.01078132,0.006550664,0.001633074,0.00204318,0.4740638],"study_design_scores_gemma":[0.1430167,0.7718986,0.03854452,0.001592836,0.001934567,0.0001161463,0.01128944,0.01589889,0.00814418,0.001697888,0.005694226,0.0001720363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739542,0.0001254277,0.002982375,0.0003088485,0.00006157824,0.02063691,0.0001792156,0.00009752133,0.001653949],"genre_scores_gemma":[0.9453799,0.0003496221,0.01991366,0.0002826237,0.00004513241,0.03315544,0.0001639699,0.00001793484,0.0006918805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02056414,"threshold_uncertainty_score":0.1087549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235300879319887,"score_gpt":0.5676913317092203,"score_spread":0.4441612437772315,"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."}}