{"id":"W128431245","doi":"10.47102/annals-acadmedsg.v29n3p290","title":"Myopia: Gene-environment Interaction","year":2000,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Gene–environment interaction; Medicine; Candidate gene; Genetic association; Twin study; Environmental health; Genetics; Gene; Heritability; Single-nucleotide polymorphism; Biology; Genotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000429629,0.0001382036,0.0004206476,0.00006780803,0.0000802272,6.158789e-7,0.0001509881,0.000124429,0.001304686],"category_scores_gemma":[0.0001164538,0.00008100746,0.0001311785,0.0001213917,0.0007045701,0.00005993119,0.00005530782,0.0003267503,0.00002026487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001095683,"about_ca_system_score_gemma":0.00001208033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001816999,"about_ca_topic_score_gemma":6.007912e-8,"domain_scores_codex":[0.9988093,0.0000728332,0.0004376478,0.0001663254,0.0003280376,0.0001857898],"domain_scores_gemma":[0.9994191,0.00008191884,0.0002289197,0.0001763287,0.0000269239,0.00006680942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005189852,0.003640556,0.3633207,0.001596875,0.002740253,0.0000284039,0.00738404,0.0002609297,0.1016531,0.00132463,0.3302437,0.1826169],"study_design_scores_gemma":[0.002163885,0.003552547,0.8472354,0.001417811,0.0004082933,0.0002605971,0.0005478955,0.00005318046,0.09479795,0.002189298,0.04721913,0.0001539725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993041,0.001290474,0.000001736584,0.09519901,0.00009200934,0.0002091627,0.000003112385,0.00001135245,0.003889025],"genre_scores_gemma":[0.9903228,0.001837094,0.00005756952,0.004388841,0.0002603818,0.000004347222,0.000003902272,0.00001098505,0.003114038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4839147,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276886477387193,"score_gpt":0.4183413784158946,"score_spread":0.2906527306771753,"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."}}