{"id":"W2046249791","doi":"10.1038/sj.eye.6702523","title":"Reply to Dr Muula","year":2006,"lang":"fi","type":"article","venue":"Eye","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Optometry; MEDLINE; Ophthalmology; Political science","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":["insufficient_payload"],"category_scores_codex":[0.0001285148,0.0001699892,0.0003407173,0.00005538092,0.00007398736,0.00002934623,0.0001024471,0.0001369662,0.001483142],"category_scores_gemma":[0.001308545,0.0001406586,0.0001021447,0.0002456408,0.0000602919,0.00002318496,0.0000660998,0.0001730933,0.005853693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003352775,"about_ca_system_score_gemma":0.00005614553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006585841,"about_ca_topic_score_gemma":0.00002628836,"domain_scores_codex":[0.9986603,0.00003348791,0.0003306401,0.0003170806,0.0002355486,0.0004229736],"domain_scores_gemma":[0.9990397,0.0002182497,0.0000455189,0.000373838,0.00007057881,0.000252093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000106645,0.0009311103,0.09645306,0.0001534037,0.00002800546,0.0008213144,0.0002096995,0.0000343275,0.0006623747,0.02519486,0.8705723,0.004832832],"study_design_scores_gemma":[0.0007264233,0.0004273686,0.1158949,0.0001861859,0.00006530165,0.000006729434,0.000121268,0.00007129702,0.0006560395,0.002171468,0.8794791,0.0001938613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5002571,0.007766711,0.001885975,0.08837244,0.001150711,0.0008633216,0.00005006721,0.0001882374,0.3994655],"genre_scores_gemma":[0.9175507,0.00009937093,0.0007793509,0.02418918,0.0007179268,0.00001775361,0.00003679397,0.00002683422,0.05658205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172937,"threshold_uncertainty_score":0.9994296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661255146862743,"score_gpt":0.2919540015162329,"score_spread":0.2753414500476054,"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."}}