{"id":"W2763387809","doi":"10.1503/cmaj.170792","title":"Bitot spot: early marker for avoidable blindness","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evening; Blindness; Medicine; Visual acuity; Optometry; Ophthalmology; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002878412,0.0007026664,0.0004091593,0.001295783,0.001049315,0.0009015288,0.0005169513,0.001153232,0.003676353],"category_scores_gemma":[0.001639201,0.0002850466,0.0002984148,0.0007951288,0.0005821774,0.000891291,0.0006211299,0.0009597697,0.0006525099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424309,"about_ca_system_score_gemma":0.0002871167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003151763,"about_ca_topic_score_gemma":0.002023631,"domain_scores_codex":[0.9996514,0.00005711975,0.00002544373,0.00006345897,0.00008882929,0.0001137003],"domain_scores_gemma":[0.9992464,0.0001889524,0.0001797599,0.00004331535,0.0001148674,0.0002267959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147299,0.000145653,0.5360544,0.0001550642,0.00007165992,0.4268649,0.0006346614,0.0003908459,0.01081742,0.001819162,0.003656685,0.01824222],"study_design_scores_gemma":[0.00002794588,0.0004075704,0.2345387,0.0001569792,0.00009632307,0.755315,0.000923392,0.001310413,0.002594948,0.001680109,0.002904123,0.00004444495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824891,0.004076838,0.00120628,0.001128721,0.0001206932,0.0000443498,0.0003283933,0.0001007293,0.01050498],"genre_scores_gemma":[0.9979485,0.0006821632,0.0004295566,0.0001756433,0.00005523222,0.000005290446,0.0001141794,0.000009409587,0.000580037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003676353,"threshold_uncertainty_score":0.01229864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390640633761619,"score_gpt":0.2649766608768234,"score_spread":0.2510702545392072,"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."}}