{"id":"W2171760712","doi":"10.1148/rg.315105211","title":"AIRP Best Cases in Radiologic-Pathologic Correlation: Choroidal Melanoma","year":2011,"lang":"en","type":"article","venue":"Radiographics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Melanoma; Ophthalmology; Cancer research","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":[0.001645281,0.001294971,0.0006533615,0.01019475,0.001997153,0.002219995,0.0009094168,0.002734141,0.01459264],"category_scores_gemma":[0.01179019,0.001140793,0.0005375958,0.0025951,0.002424362,0.004056848,0.002414597,0.001325344,0.004597044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000799603,"about_ca_system_score_gemma":0.0009638931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154235,"about_ca_topic_score_gemma":0.002152242,"domain_scores_codex":[0.9980447,0.0003399429,0.0003770815,0.0002495743,0.0003876904,0.0006009687],"domain_scores_gemma":[0.9949533,0.001528713,0.001246478,0.0009420571,0.0007721843,0.0005573115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001008032,0.000131527,0.1614883,0.0004348978,0.00006154476,0.8000937,0.0004074731,0.0006642982,0.01521623,0.001893513,0.002201794,0.01639865],"study_design_scores_gemma":[0.00005629075,0.0001887896,0.06446629,0.0001413288,0.0001238221,0.9154222,0.0007667454,0.001494857,0.01089912,0.001673702,0.004727432,0.00003941719],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.857486,0.008972917,0.006005879,0.002753588,0.0003444724,0.0003204247,0.00104072,0.000584558,0.1224915],"genre_scores_gemma":[0.9946785,0.0008717027,0.002224407,0.0002461362,0.0004407368,0.000037522,0.0001109394,0.00004279976,0.001347228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459264,"threshold_uncertainty_score":0.04881728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0560401055351246,"score_gpt":0.2853339774194752,"score_spread":0.2292938718843507,"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."}}