{"id":"W7084756475","doi":"10.82161/e26n-wh52","title":"Physiotherapy credentialing for Internationally educated professionals in Canada: A focus on east African practitioners.","year":2025,"lang":"en","type":"other","venue":"World Physiotherapy Congress Archive","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credentialing; Workforce; Health care; Diversity (politics); Economic shortage; Professional development; Health professionals; Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003057142,0.00049788,0.000517128,0.003366361,0.009727892,0.004090505,0.001092611,0.0008697888,0.005124896],"category_scores_gemma":[0.008121094,0.000433264,0.0007081682,0.00912415,0.001181749,0.001368324,0.002997893,0.002093106,0.0003610173],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08783181,"about_ca_system_score_gemma":0.2843568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905132,"about_ca_topic_score_gemma":0.9971455,"domain_scores_codex":[0.9948914,0.0002803495,0.0002042072,0.0002964022,0.001805887,0.002521726],"domain_scores_gemma":[0.9879071,0.001331702,0.00124112,0.00009743278,0.004786361,0.004636303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002838634,0.0003028253,0.7788116,0.002385706,0.00009483103,0.00154299,0.05592532,0.0003856384,0.0008062744,0.005112926,0.02205414,0.1322939],"study_design_scores_gemma":[0.00001495889,0.00006008947,0.8300054,0.001574138,0.00009016618,0.0002841647,0.1288103,0.0005521031,0.0002410925,0.0002803467,0.03803508,0.00005217901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.950611,0.008348121,0.0006783354,0.01400631,0.0001494191,0.0007235819,0.003539647,0.0000371898,0.0219063],"genre_scores_gemma":[0.980238,0.007665217,0.001146169,0.00275456,0.00002563412,0.0001798506,0.001169311,0.00001644842,0.006804991],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9121682,"threshold_uncertainty_score":0.6372674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307922246570144,"score_gpt":0.2755025075736433,"score_spread":0.2624232851079419,"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."}}