{"id":"W4230753541","doi":"10.1016/j.jtumed.2017.05.001","title":"Editorial","year":2017,"lang":"en","type":"editorial","venue":"Journal of Taibah University Medical Sciences","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Ophthalmology","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":[0.005653329,0.003229696,0.003075687,0.004506362,0.003704807,0.009147234,0.003084591,0.01377189,0.03785909],"category_scores_gemma":[0.03775239,0.001078371,0.002288101,0.001477479,0.002208177,0.003180313,0.002673548,0.01373029,0.0319467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003699927,"about_ca_system_score_gemma":0.005396855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701493,"about_ca_topic_score_gemma":0.005007126,"domain_scores_codex":[0.9939633,0.001123424,0.000617179,0.0005717894,0.003051997,0.0006721755],"domain_scores_gemma":[0.9745913,0.004705829,0.002270997,0.0009203277,0.01213887,0.005372787],"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":[0.00001140393,0.000005114768,0.00001966311,0.00005101753,0.000007208983,0.00008659088,0.000004489554,0.000005076397,0.00001059636,0.00006186052,0.9975632,0.002173666],"study_design_scores_gemma":[0.00007685473,0.00001725503,0.0002249005,0.0004031207,0.00003851033,0.0002891808,0.00004113211,0.00005100564,0.0000581084,0.0005674619,0.9982194,0.00001297443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004194224,0.002989325,0.00004275895,0.04134431,0.9517845,0.00002808301,0.00005391019,0.00004557892,0.003669617],"genre_scores_gemma":[0.000513227,0.002902407,0.00007282346,0.03154876,0.94834,0.00003763443,0.00007922822,0.00004425006,0.01646163],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03785909,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994657620033057,"score_gpt":0.3005747532693586,"score_spread":0.280628177069028,"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."}}