{"id":"W4412043284","doi":"10.1080/22423982.2025.2525621","title":"Building capacity: paediatric vision screening in elementary schools","year":2025,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Psychology; Medicine; Optometry; Medical education","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":[0.00540098,0.0004656618,0.0004112265,0.0009611946,0.001850007,0.001564547,0.001256242,0.0006068425,0.0021737],"category_scores_gemma":[0.007335014,0.0004338041,0.0005560414,0.0008357593,0.00116741,0.0009458137,0.002368203,0.001153657,0.0002768159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005468336,"about_ca_system_score_gemma":0.02078209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05757137,"about_ca_topic_score_gemma":0.097603,"domain_scores_codex":[0.9958299,0.001546073,0.0001379425,0.0002401414,0.0008601368,0.001385815],"domain_scores_gemma":[0.9953822,0.0007345954,0.0004643875,0.0001731652,0.0008360941,0.002409423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002935028,0.03736305,0.5194799,0.002807447,0.0002076721,0.002801504,0.03840588,0.005399179,0.005735913,0.001998907,0.004870844,0.3779945],"study_design_scores_gemma":[0.0006628073,0.0288249,0.9295028,0.0008765493,0.0001321808,0.0004832002,0.02386603,0.001148062,0.003741338,0.0006576008,0.01002323,0.0000811764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955198,0.0001568773,0.0001156541,0.0002625297,0.00001123774,0.000813681,0.00007972051,0.00002662039,0.00301389],"genre_scores_gemma":[0.9978923,0.0002557888,0.0008323969,0.00007318489,0.000005949774,0.0003223144,0.00006992315,0.000002807755,0.000545353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05757137,"threshold_uncertainty_score":0.1144726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08074295834146432,"score_gpt":0.514243817758873,"score_spread":0.4335008594174086,"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."}}