{"id":"W980275130","doi":"","title":"Detection of Circulating Malignant Cells in Uveal Melanoma Patients","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Melanoma; Medicine; Oncology; Cancer research; Pathology","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":[0.0001987908,0.0001781488,0.0002370557,0.0007450244,0.0003356102,0.0005602484,0.0001891627,0.0005099866,0.002823048],"category_scores_gemma":[0.0020959,0.0001741221,0.0001179795,0.0003571921,0.0001869811,0.0003969913,0.0001682852,0.000383044,0.0003269647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483471,"about_ca_system_score_gemma":0.0001359707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006539863,"about_ca_topic_score_gemma":0.0005016001,"domain_scores_codex":[0.9997929,0.00004408027,0.00002762469,0.00004090384,0.00004230184,0.000052177],"domain_scores_gemma":[0.9991723,0.0003689229,0.0001685786,0.00003742014,0.0000747774,0.0001779959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009076684,0.0001095735,0.9747976,0.00002204157,0.00001847593,0.001652844,0.0002494979,0.00004548568,0.01450804,0.00006139633,0.0002563419,0.007370953],"study_design_scores_gemma":[0.00005202877,0.0008792676,0.9822257,0.0000129184,0.00006297608,0.01059753,0.0004573321,0.0005448605,0.004392745,0.00009648603,0.0006690513,0.000009107552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990369,0.0002367542,0.0000560867,0.0000314922,0.000007723046,0.000003210758,0.00004646524,0.000006488725,0.0005749108],"genre_scores_gemma":[0.9995204,0.00006762454,0.00007686314,0.00003000746,0.00002266203,0.000004248765,0.00005944147,0.000001910275,0.0002168392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002823048,"threshold_uncertainty_score":0.009444058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925525203235049,"score_gpt":0.3284461808286327,"score_spread":0.2991909287962823,"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."}}