{"id":"W4239315207","doi":"10.1016/j.jcjo.2016.04.010","title":"Congratulations!","year":2016,"lang":"en","type":"editorial","venue":"Canadian Journal of Ophthalmology","topic":"Historical and Scientific Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Cornerstone; Pleasure; Ophthalmology; Medicine; Medical education; Optometry; Library science; Psychology; Art; Visual arts; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003006776,0.0001529801,0.0006312657,0.0004834677,0.0001302241,0.00001455389,0.0001892671,0.0005385056,0.00307787],"category_scores_gemma":[0.002806274,0.0001020394,0.0002155093,0.0001446836,0.0003110549,0.00003415476,0.000009485871,0.0005880249,0.0001321827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962439,"about_ca_system_score_gemma":0.005462972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006306398,"about_ca_topic_score_gemma":0.00009914517,"domain_scores_codex":[0.998704,0.00005034968,0.0004611637,0.0001622189,0.0003070715,0.0003152455],"domain_scores_gemma":[0.9971704,0.0003696423,0.0003058239,0.0001912086,0.001164919,0.0007979424],"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":[0.00002432174,0.000009532555,0.0006503956,0.00002317104,0.0001090794,0.03032892,0.00005985595,7.906501e-8,0.000009896073,0.00003233117,0.9686304,0.0001220098],"study_design_scores_gemma":[0.0004391934,0.0004141154,0.0003531215,0.0001649547,0.0001104597,0.03161558,0.00001123192,1.205594e-7,0.000003591337,0.0002464943,0.9665436,0.00009754052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001411416,0.002806264,0.000006327791,0.000595068,0.923593,0.00006428541,0.000130441,0.000001910495,0.07139133],"genre_scores_gemma":[0.0306978,0.0000162895,0.0001190776,0.0000117176,0.8401209,0.000002070607,0.00002399055,0.00002446145,0.1289838],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08347213,"threshold_uncertainty_score":0.9978334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03261622676940224,"score_gpt":0.3013262003951404,"score_spread":0.2687099736257381,"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."}}