{"id":"W4313304990","doi":"10.5693/djo.01.2022.08.003","title":"Video-based surgical curriculum for open globe injury repair, IV: corneal wounds","year":2022,"lang":"en","type":"review","venue":"Digital Journal of Ophthalmology","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Globe; Curriculum; Medicine; Cornea; Subject (documents); Surgery; Medical education; Ophthalmology; Computer science; Psychology; World Wide Web; Pedagogy","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":[0.0005164007,0.0005208389,0.0006332841,0.002828965,0.0002406764,0.0006152241,0.0005378748,0.0007688965,0.004939375],"category_scores_gemma":[0.002207368,0.0001196185,0.0006805822,0.001938862,0.0001900754,0.0008257846,0.0006482386,0.0006835466,0.0009743218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006883657,"about_ca_system_score_gemma":0.001892449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864876,"about_ca_topic_score_gemma":0.003707086,"domain_scores_codex":[0.9997416,0.00005663929,0.00005851975,0.00002164135,0.00009534961,0.00002627604],"domain_scores_gemma":[0.9993572,0.0002881714,0.0001562957,0.00001497174,0.0001265883,0.00005680101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007009645,0.0002640933,0.0003974298,0.07305443,0.0001011449,0.0001442128,0.000161625,0.0002245743,0.0009389044,0.000849068,0.02703487,0.8967596],"study_design_scores_gemma":[0.0001651928,0.0008592039,0.02102914,0.1169296,0.000813677,0.005695974,0.00054671,0.0002910217,0.001466946,0.001101589,0.8510442,0.00005670018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002451152,0.9912703,0.000509989,0.0007559061,0.0009554331,0.0001922635,0.0001685015,0.00003509486,0.003661304],"genre_scores_gemma":[0.007724194,0.9883853,0.001310546,0.0005142511,0.0004058102,0.0001238954,0.0002411727,0.000006144006,0.001288568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004939375,"threshold_uncertainty_score":0.01652384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07855586020445408,"score_gpt":0.3997496182531987,"score_spread":0.3211937580487446,"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."}}