{"id":"W7127165546","doi":"10.18357/wg25202316","title":"Youth perspectives on healthcare careers","year":2023,"lang":"","type":"article","venue":"Western Geography","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Health care; Experiential learning; Career Pathways; Career development; Population; Career planning","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004368355,0.0002500098,0.0003798724,0.001392804,0.007653693,0.0064837,0.0004391276,0.00109359,0.008478345],"category_scores_gemma":[0.00517677,0.0002343558,0.000535887,0.001454194,0.001985487,0.002194519,0.004409981,0.002667459,0.0005265474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866136,"about_ca_system_score_gemma":0.004830152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03807287,"about_ca_topic_score_gemma":0.09059261,"domain_scores_codex":[0.9962281,0.001612771,0.000128106,0.0001321966,0.0005043842,0.001394477],"domain_scores_gemma":[0.9928363,0.001182755,0.0008063894,0.000089056,0.0008731731,0.004212286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001109162,0.0003126915,0.4442021,0.000285748,0.00004636473,0.001796463,0.4421721,0.00008660083,0.0007244038,0.01166051,0.02647473,0.07212747],"study_design_scores_gemma":[0.0000130372,0.0001258523,0.1261957,0.0007063155,0.00003065737,0.0008915315,0.7484712,0.0001252799,0.000254139,0.001175506,0.1219675,0.00004325989],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931013,0.005589048,0.0003781279,0.0257291,0.0006717753,0.00003236652,0.0003567086,0.00002251679,0.03620737],"genre_scores_gemma":[0.9864602,0.004009538,0.0001891878,0.003130394,0.0001601974,0.00002113052,0.0001543518,0.00001354124,0.005861538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03807287,"threshold_uncertainty_score":0.07570255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997784991980752,"score_gpt":0.3001751596628616,"score_spread":0.2601973097430541,"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."}}