{"id":"W3110977926","doi":"10.4103/pajo.pajo_35_20","title":"Methods and findings on an ophthalmic mission trip to colombia","year":2020,"lang":"en","type":"article","venue":"The Pan-American Journal of Ophthalmology","topic":"Travel-related health issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Christian ministry; Blindness; Refractive error; Optometry; Cataract surgery; Eye care; Health care; Population; Ophthalmology; Eye disease; Environmental health; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012154,0.0002211037,0.0008778141,0.0001970176,0.0001289451,0.00001612402,0.0003058226,0.0001094293,0.0002762181],"category_scores_gemma":[0.0008309905,0.0001439812,0.000100765,0.0005138994,0.0003121399,0.00005955932,0.00006311447,0.0008803296,0.00003524368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000783735,"about_ca_system_score_gemma":0.0001929084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005770117,"about_ca_topic_score_gemma":7.74579e-8,"domain_scores_codex":[0.9974989,0.0008859336,0.0006582237,0.0002836956,0.0002729344,0.0004002985],"domain_scores_gemma":[0.9976562,0.0006399268,0.0004103015,0.0002666948,0.0001444636,0.0008823969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04335,0.001826089,0.1037659,0.0003944634,0.001300243,0.02038487,0.06452197,0.0003710513,0.4818579,0.0007558336,0.006409812,0.2750618],"study_design_scores_gemma":[0.004603649,0.1091207,0.674535,0.0004320731,0.0005392383,0.1841616,0.006250874,0.0003752888,0.01270323,0.0007143656,0.006032851,0.0005311948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606109,0.0003422254,0.0001526669,0.03728056,0.0002153642,0.0003236371,0.000003708516,0.00001783629,0.001053052],"genre_scores_gemma":[0.9747002,0.00004220854,0.02159784,0.003182892,0.000271034,0.000002815648,0.000001361208,0.00004029923,0.0001613495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5707691,"threshold_uncertainty_score":0.5871384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0766862102606242,"score_gpt":0.447200552541355,"score_spread":0.3705143422807308,"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."}}