{"id":"W4415438820","doi":"10.1302/1358-992x.2025.10.114","title":"ORTHOPAEDIC OUTREACH IN NUNAVUT","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queensway-Carleton Hospital","funders":"","keywords":"Triage; Hip replacement; Outreach; Knee replacement; Joint replacement; Orthopedic surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007669477,0.0006331634,0.0002685553,0.001098592,0.01237356,0.002667742,0.002491253,0.0009741093,0.03336316],"category_scores_gemma":[0.00163764,0.0006189234,0.000298735,0.001350193,0.002192973,0.0006669317,0.005665342,0.001356899,0.001742887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02387216,"about_ca_system_score_gemma":0.0620804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9252931,"about_ca_topic_score_gemma":0.9782468,"domain_scores_codex":[0.998754,0.0001530854,0.00004481039,0.0002025595,0.0002496862,0.0005958644],"domain_scores_gemma":[0.9977896,0.0001659039,0.000130674,0.00004621303,0.0004004292,0.001467205],"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":[0.0007115295,0.001318501,0.3626713,0.003069719,0.0001435795,0.01171471,0.06282909,0.001467686,0.00861144,0.0291196,0.1668617,0.3514812],"study_design_scores_gemma":[0.0002062357,0.0006089445,0.3626507,0.005352126,0.00007846548,0.003547535,0.1265138,0.0009505432,0.0009808895,0.004825657,0.494074,0.0002110357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5925967,0.02616277,0.001831036,0.03697371,0.003147075,0.002096813,0.005413678,0.0004657627,0.3313125],"genre_scores_gemma":[0.8374447,0.008813698,0.004076511,0.0122658,0.0003076897,0.0007358594,0.001712206,0.0001542339,0.1344893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07470685,"threshold_uncertainty_score":0.1732054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279884650105249,"score_gpt":0.3857847470988456,"score_spread":0.3629859005977931,"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."}}