{"id":"W4237128919","doi":"10.1038/labinvest.2015.20","title":"Neuropathology and Ophthalmic Pathology","year":2015,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Neuropathology; Pathology; Ophthalmic pathology; Medicine; Neuroscience; Biology; Ophthalmology; Neuro-ophthalmology; Glaucoma; Disease","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":[0.001083136,0.0008517072,0.0003803138,0.006038205,0.001128894,0.002557594,0.0008288559,0.001007171,0.01560702],"category_scores_gemma":[0.001995377,0.00030779,0.0004994653,0.002247055,0.002517923,0.002125806,0.001250791,0.001307578,0.003501117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137237,"about_ca_system_score_gemma":0.001820289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00472996,"about_ca_topic_score_gemma":0.005089027,"domain_scores_codex":[0.9991431,0.0001802461,0.0001236299,0.0001223903,0.0002467228,0.0001839323],"domain_scores_gemma":[0.9988943,0.0001945712,0.0002828787,0.000163325,0.0003498286,0.0001150968],"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":[0.000867691,0.0006236069,0.2271911,0.001495691,0.0003384065,0.1131114,0.001853434,0.0006509108,0.06194416,0.08731567,0.03205601,0.4725519],"study_design_scores_gemma":[0.0000576583,0.000436221,0.2696733,0.002266524,0.0003600953,0.3511748,0.004585396,0.00132509,0.03160952,0.07028721,0.2680852,0.0001389225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2784646,0.1367445,0.01351592,0.01550959,0.001535921,0.000422068,0.001317879,0.0005641116,0.5519254],"genre_scores_gemma":[0.8280666,0.05301686,0.01432698,0.005159845,0.00277442,0.0001396229,0.0007868368,0.0000892557,0.09563957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01560702,"threshold_uncertainty_score":0.05221069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455756132598745,"score_gpt":0.2869717944352841,"score_spread":0.2524142331092967,"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."}}