{"id":"W2059474749","doi":"10.1002/dc.21135","title":"Cytopathological diagnosis of adult retinoblastoma in a vitrectomy specimen","year":2009,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Retinoblastoma; Vitrectomy; Pathology; Ophthalmology; Visual acuity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002171242,0.0002463667,0.0008005011,0.0002822218,0.00003631841,0.000003790456,0.0001282321,0.0003478395,0.0002470725],"category_scores_gemma":[0.003242722,0.0002102969,0.0001621836,0.0003594038,0.0002333318,0.00004797706,0.00004868123,0.0003312339,0.0001403127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016599,"about_ca_system_score_gemma":0.00007459841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477654,"about_ca_topic_score_gemma":0.00002707365,"domain_scores_codex":[0.9981475,0.0002122013,0.0005306459,0.0004832993,0.00017795,0.0004484371],"domain_scores_gemma":[0.998105,0.001096534,0.0001454864,0.000405492,0.0001115568,0.000135858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004085655,0.002128205,0.9671833,0.00002374857,0.00001786308,0.01390191,0.0002410241,0.000002880736,0.001833341,0.00144387,0.0001777048,0.01263762],"study_design_scores_gemma":[0.004067778,0.003740021,0.975293,0.0001814886,0.0001403155,0.001494211,0.00007508446,0.00001057743,0.01305577,0.00152843,0.0002511968,0.0001621373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99074,0.0005032085,0.00003830345,0.002444372,0.0001468248,0.0005869155,0.00001789293,0.00006692656,0.005455567],"genre_scores_gemma":[0.9959482,0.0005190213,0.001663783,0.001525796,0.0000925226,0.0001307267,0.00004017607,0.00001497611,0.0000648147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247548,"threshold_uncertainty_score":0.857566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049656850927907,"score_gpt":0.2811978607025076,"score_spread":0.2707012921932286,"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."}}