{"id":"W4391040681","doi":"10.15353/cjo.v47i3.4441","title":"SIDA - Précautions Recommandées pour les Soins Ophtalmiques","year":2021,"lang":"fr","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003416885,0.001200721,0.002956646,0.01040025,0.001053917,0.001027615,0.002037385,0.001045031,0.01988187],"category_scores_gemma":[0.005945473,0.001308663,0.001982357,0.00664248,0.001381848,0.001934591,0.00007850346,0.004160567,0.0003312812],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00494299,"about_ca_system_score_gemma":0.08485066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01432479,"about_ca_topic_score_gemma":0.03475838,"domain_scores_codex":[0.9893156,0.001244916,0.00397263,0.0007442868,0.001561336,0.003161229],"domain_scores_gemma":[0.9705271,0.0009757403,0.003052138,0.001205595,0.006696803,0.0175426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025511,0.0001848192,0.8235597,0.0006059096,0.002410037,0.04154868,0.0004360107,0.0004429136,0.0001527141,0.00005525381,0.1181132,0.01238819],"study_design_scores_gemma":[0.003451653,0.0006000304,0.7962052,0.006188731,0.001389126,0.03565131,0.003406946,0.0001331179,0.0007747641,0.0000347361,0.1510797,0.001084654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7561137,0.1932693,0.001365953,0.0228876,0.01292454,0.0003575978,0.004796595,0.00002022305,0.008264528],"genre_scores_gemma":[0.9721181,0.00506165,0.00827279,0.001400814,0.006353498,0.000002587942,0.0001707662,0.0002354462,0.006384353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2160044,"threshold_uncertainty_score":0.9989363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651661175873844,"score_gpt":0.3405156585222121,"score_spread":0.3139990467634737,"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."}}