{"id":"W2147001198","doi":"10.1503/cmaj.091312","title":"Black pleural effusion in melanoma","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percussion; Pleural effusion; Physical examination; Chest pain; Medical history; Melanoma; Lung; Surgery; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009053767,0.00007155143,0.0001724658,0.0002131993,0.0001566614,0.000030532,0.00005674538,0.0002701449,0.004132583],"category_scores_gemma":[0.0020121,0.00005874232,0.00006870474,0.0002064187,0.0000377515,0.00005421679,0.00000917316,0.001466157,0.0001981874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320969,"about_ca_system_score_gemma":0.001107768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003594212,"about_ca_topic_score_gemma":0.1974449,"domain_scores_codex":[0.9987376,0.00004331467,0.0002631594,0.00008674045,0.0005617131,0.0003074411],"domain_scores_gemma":[0.9986575,0.00008919038,0.00006762853,0.00006118468,0.0001959296,0.0009285258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009046344,0.00004267811,0.9042996,0.00000569326,0.00004276803,0.0006247878,0.0003337345,9.278527e-7,0.0003280879,0.0002919085,0.08196699,0.01205383],"study_design_scores_gemma":[0.001149802,0.0000790829,0.7134585,0.00004412973,0.00001423057,0.0006454825,0.0002402572,0.0003610356,0.00002663236,0.0000981961,0.2838035,0.00007906696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459358,0.00004115935,0.000004604327,0.03628955,0.001097116,0.00006595663,0.000003636973,0.000009919808,0.01655225],"genre_scores_gemma":[0.9928891,0.00007192992,0.00007195734,0.00430188,0.001383141,0.000002368594,0.000003471222,0.000007616291,0.001268547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2018365,"threshold_uncertainty_score":0.9967778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006639403788677673,"score_gpt":0.2446034908750167,"score_spread":0.237964087086339,"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."}}