{"id":"W4232701928","doi":"10.1111/j.1755-3768.2015.0719","title":"Are we there yet?","year":2015,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002679224,0.0007644005,0.0007509094,0.0008428045,0.002963683,0.005238121,0.0008449636,0.002757237,0.04395721],"category_scores_gemma":[0.01456533,0.0002511384,0.0006465122,0.0004846987,0.002660734,0.006346483,0.002680989,0.009987035,0.02427369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274969,"about_ca_system_score_gemma":0.002807933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441038,"about_ca_topic_score_gemma":0.003810338,"domain_scores_codex":[0.9975074,0.0007706826,0.0002215643,0.0003543708,0.0008465932,0.0002995321],"domain_scores_gemma":[0.9950092,0.001454512,0.0006287636,0.0002576769,0.001404483,0.001245333],"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":[0.00007661857,0.00003191227,0.001122407,0.0003499582,0.00003156878,0.0008068672,0.002218307,0.00003278547,0.0005439826,0.01687754,0.9041765,0.07373146],"study_design_scores_gemma":[0.000008819366,0.00004584672,0.0006784599,0.0006459399,0.00001926319,0.002466905,0.002525811,0.00003620774,0.0003469851,0.008758061,0.9844409,0.00002682282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004044533,0.05218071,0.003835062,0.8215843,0.05569462,0.00006902602,0.0006381377,0.0004189282,0.06153461],"genre_scores_gemma":[0.07577649,0.0767882,0.004564318,0.6330394,0.03903753,0.0001456794,0.0008872595,0.000511625,0.1692494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04395721,"threshold_uncertainty_score":0.1470515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07963945154347941,"score_gpt":0.3181739035708048,"score_spread":0.2385344520273254,"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."}}