{"id":"W2539477710","doi":"10.3138/ptc.2016-23e","title":"Demographic Characteristics of Applicants to, and Students of, Ontario Physiotherapy Education Programs, 2004–2014: Trends in Gender, Geographical Location, Aboriginal Identity, and Immigrant Status","year":2016,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Immigration; Identity (music); Location; Medicine; Physical therapy; Gerontology; Geography","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":[0.0008862418,0.0001670104,0.0002083695,0.001389742,0.002672841,0.0008606776,0.0009324441,0.0003136568,0.003069523],"category_scores_gemma":[0.002945265,0.0002307534,0.0002390421,0.0025437,0.0007351741,0.0004346429,0.001017251,0.0005602649,0.0004517225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267964,"about_ca_system_score_gemma":0.02935244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9478001,"about_ca_topic_score_gemma":0.9842287,"domain_scores_codex":[0.9987993,0.00006925041,0.00005946394,0.0001182505,0.0005459963,0.0004077287],"domain_scores_gemma":[0.997729,0.00007651137,0.0005297951,0.0000374849,0.0007303924,0.0008968673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003426635,0.00003561931,0.9889246,0.0000465393,0.00001071543,0.00005454124,0.002381656,0.00003567829,0.0001468325,0.00006004803,0.003146904,0.005122518],"study_design_scores_gemma":[0.000001583903,0.00001599597,0.995393,0.00001945667,0.000002538174,0.00002258452,0.003234911,0.00003384151,0.00001783494,0.000007805149,0.001247109,0.000003364109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902401,0.0003008857,0.00008303548,0.0008329472,0.00001629272,0.0001126781,0.004973563,0.00001052017,0.003429978],"genre_scores_gemma":[0.9946402,0.0004314485,0.0001492989,0.0002059844,0.00001302325,0.00009460954,0.002110681,0.00000458067,0.002350194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9873204,"threshold_uncertainty_score":0.1050146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573250589212357,"score_gpt":0.4063172550174178,"score_spread":0.3905847491252942,"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."}}