{"id":"W1997061140","doi":"10.3129/i07-112","title":"Advances in corneal surgery","year":2007,"lang":"en","type":"editorial","venue":"Canadian Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ophthalmology; Medicine; Optometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008933086,0.003749013,0.004311162,0.005102643,0.003331614,0.00734768,0.003706013,0.01797383,0.01003503],"category_scores_gemma":[0.02523046,0.00138013,0.002755084,0.002505479,0.003048475,0.0038781,0.00252468,0.02499041,0.006633627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005371414,"about_ca_system_score_gemma":0.006478649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007488533,"about_ca_topic_score_gemma":0.02889694,"domain_scores_codex":[0.9931722,0.001220301,0.0009177783,0.0005215189,0.003508439,0.0006597539],"domain_scores_gemma":[0.972728,0.007486475,0.001321918,0.0006200607,0.01364123,0.004202309],"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":[0.00001737802,0.000006941042,0.00002836081,0.0002302557,0.00001344764,0.000105845,0.000008689501,0.00001180648,0.00002026404,0.00023159,0.992389,0.006936373],"study_design_scores_gemma":[0.00006411088,0.00001938768,0.0003978168,0.0005818533,0.00007520496,0.0003929405,0.00005058632,0.0000610301,0.00004063218,0.0004850125,0.9978131,0.00001831263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002463069,0.02221268,0.00004979433,0.03278041,0.9433927,0.000006960649,0.00001575709,0.00002298323,0.001494113],"genre_scores_gemma":[0.0003525412,0.01506725,0.00009058762,0.02622537,0.954343,0.000009410298,0.00001490787,0.00001232044,0.003884709],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01797383,"threshold_uncertainty_score":0.04724324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127535620797058,"score_gpt":0.3025871603039987,"score_spread":0.2813118040960281,"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."}}