{"id":"W4241586776","doi":"10.1038/modpathol.2015.24","title":"Neuropathology and Ophthalmic Pathology","year":2015,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Neuropathology; Pathology; Ophthalmic pathology; Medicine; Dermatopathology; Anatomical pathology; Ophthalmology; Neuro-ophthalmology; Glaucoma; Disease; Immunohistochemistry","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":[0.0007383723,0.0006187842,0.0003787077,0.004314188,0.001129745,0.003046537,0.0007610309,0.00158425,0.01164592],"category_scores_gemma":[0.0009959319,0.0002386741,0.0003574401,0.001747444,0.004886282,0.00335644,0.001787482,0.002016819,0.002888019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443217,"about_ca_system_score_gemma":0.00131257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156085,"about_ca_topic_score_gemma":0.002749979,"domain_scores_codex":[0.9995345,0.0001196812,0.00005353173,0.00007072068,0.0001277495,0.00009384831],"domain_scores_gemma":[0.9992827,0.0001684654,0.0001687562,0.0001086641,0.0001751893,0.00009624882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002275812,0.0002601118,0.02538316,0.001319134,0.0001403616,0.02589274,0.001382054,0.0005404871,0.02096068,0.4648859,0.04323104,0.4157767],"study_design_scores_gemma":[0.0000205503,0.0001832757,0.04376176,0.001222049,0.0001038204,0.1050111,0.002733296,0.0006293328,0.005604909,0.287573,0.5530611,0.00009586432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06825577,0.5393717,0.009068681,0.02997851,0.004051225,0.00007278465,0.0002505926,0.0003168291,0.3486339],"genre_scores_gemma":[0.5520726,0.2807859,0.01121501,0.009227735,0.01234342,0.00007948768,0.000305558,0.00008671341,0.1338835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01164592,"threshold_uncertainty_score":0.03895944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206065563354571,"score_gpt":0.3076503742397357,"score_spread":0.26558971860619,"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."}}