{"id":"W4280632297","doi":"10.46747/cfp.6805e151","title":"Primary care service use during adolescence and young adulthood","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services; Statistics Canada; University of Calgary; University of Alberta Hospital; University of Alberta; College & Association of Registered Nurses of Alberta","funders":"Canadian Child Health Clinician Scientist Program; Alberta Health Services","keywords":"Medicine; Emergency department; Residence; Observational study; Retrospective cohort study; Young adult; Health care; Family medicine; Pediatrics; Longitudinal study; Demography; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.000117138,0.0002169773,0.0002657885,0.0002061798,0.003154717,0.00002026666,0.0002655101,0.0001134867,0.00001361264],"category_scores_gemma":[0.00001041796,0.0002576803,0.00004593604,0.0005768999,0.00002795036,0.0002202384,0.0002021588,0.001173093,0.00009225337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579691,"about_ca_system_score_gemma":0.002458516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0747299,"about_ca_topic_score_gemma":0.0771024,"domain_scores_codex":[0.9975631,0.0003980406,0.0003253229,0.000438358,0.0002856861,0.0009895148],"domain_scores_gemma":[0.9984068,0.00005791025,0.0001306546,0.0003909626,0.0001970111,0.0008166571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000140661,0.00005542753,0.9013646,0.005632266,0.00003561841,0.0002497246,0.03615737,0.00003076387,0.0008649061,0.0005396854,0.03556894,0.0193601],"study_design_scores_gemma":[0.0007477124,0.00003372307,0.8699899,0.0002167933,0.00002313006,0.000001214709,0.0510703,0.00002350462,0.000002237504,0.00002290812,0.07750963,0.0003588869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978654,0.001570666,0.000002200799,0.001150929,0.001095809,0.0009795208,0.0008872771,0.0001076694,0.01555198],"genre_scores_gemma":[0.8626831,0.0000768428,0.00004266544,0.1356716,0.0007152804,0.0001124514,0.0002665987,0.00005442329,0.000377045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345207,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733696573434658,"score_gpt":0.2980183783116863,"score_spread":0.2606814125773397,"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."}}