{"id":"W4242644866","doi":"10.1503/cmaj.1080071","title":"Missed opportunity","year":2008,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Computer science; Value (mathematics); Optometry; Point (geometry); Medicine; Data science; Engineering","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007033441,0.0002202403,0.000495429,0.0003726237,0.0003927015,0.00007712669,0.0002158723,0.00216575,0.0351629],"category_scores_gemma":[0.004106422,0.0001945302,0.0003345895,0.0002010839,0.00007121333,0.00005395237,0.00001131744,0.007919629,0.0007641585],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759307,"about_ca_system_score_gemma":0.0213508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985449,"about_ca_topic_score_gemma":0.001576732,"domain_scores_codex":[0.9959814,0.0001625021,0.0005737787,0.0001996988,0.002396244,0.0006863704],"domain_scores_gemma":[0.9949291,0.0002298929,0.0003378737,0.0001757945,0.0007675459,0.003559811],"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":[0.000002446505,0.0000120221,0.001241105,0.0000201456,0.0001709656,0.03716527,0.00003800877,3.312091e-8,5.226543e-7,0.000006025472,0.9579043,0.003439155],"study_design_scores_gemma":[0.000596983,0.0000669762,0.002932498,0.0002020969,0.00012531,0.01475111,0.00003020199,0.00001549084,7.474372e-7,0.00007766445,0.9810174,0.0001834841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001022441,0.0001593926,0.00001027405,0.9555519,0.00118518,0.0001337366,0.0000880553,0.00002562543,0.04182343],"genre_scores_gemma":[0.0002855582,0.0004891216,0.00008318714,0.9359182,0.0212774,0.000006468571,0.0004245772,0.00003466731,0.04148088],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03439875,"threshold_uncertainty_score":0.9991297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527342406702716,"score_gpt":0.2512317866154178,"score_spread":0.2259583625483907,"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."}}