{"id":"W4380302178","doi":"10.36834/cmej.76269","title":"Recruiting rural youth to healthcare careers: a scoping review protocol","year":2023,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Northern British Columbia","funders":"","keywords":"Protocol (science); Health care; Computer science; Data science; Medicine; Political science; Alternative medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1098436,0.004059399,0.009861917,0.01213536,0.005616751,0.006164503,0.003883786,0.007662389,0.07889906],"category_scores_gemma":[0.1151447,0.005433253,0.009260402,0.01005258,0.005174352,0.008124751,0.005973712,0.007492043,0.01904839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0116247,"about_ca_system_score_gemma":0.06471716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00744321,"about_ca_topic_score_gemma":0.02004541,"domain_scores_codex":[0.956848,0.01882288,0.01386166,0.003028249,0.005351907,0.002087294],"domain_scores_gemma":[0.9277402,0.02653642,0.009193061,0.007073689,0.02641637,0.003040409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01865494,0.001199088,0.001819331,0.6749445,0.002098427,0.001405277,0.01026057,0.001778171,0.005715788,0.01145735,0.1488777,0.1217888],"study_design_scores_gemma":[0.053243,0.003064712,0.01019214,0.4297993,0.00467724,0.0007485925,0.007638881,0.001863817,0.004395701,0.01865318,0.4647736,0.00094983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000403764,0.0007784526,0.001263482,0.0003972498,0.0001804532,0.9920956,0.004186028,0.00009161192,0.0006033375],"genre_scores_gemma":[0.0003131946,0.0005108783,0.001785699,0.0001321304,0.00001635845,0.9964734,0.0004037503,0.000007772187,0.0003567856],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1098436,"threshold_uncertainty_score":0.5809156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2462804728015584,"score_gpt":0.5966736179338761,"score_spread":0.3503931451323177,"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."}}