{"id":"W2140028786","doi":"10.1038/modpathol.2009.122","title":"A panel of antibodies to determine site of origin and malignancy in smooth muscle tumors","year":2009,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"National Cancer Institute; BC Cancer Agency","keywords":"Smooth Muscle Tumor; Leiomyosarcoma; Leiomyoma; Pathology; Malignancy; Medicine; Immunohistochemistry; Uterine leiomyoma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007340488,0.00009564174,0.0003995952,0.00015066,0.000008501988,0.00000132071,0.00002784283,0.00004757323,0.000008706337],"category_scores_gemma":[0.00003215927,0.00007785504,0.00003684045,0.00008322435,0.00004438583,0.00001767944,0.00002219619,0.00003945217,0.000002528877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001402173,"about_ca_system_score_gemma":0.00001619822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006678677,"about_ca_topic_score_gemma":0.00005848856,"domain_scores_codex":[0.9993224,0.00002619379,0.0002358652,0.0001931954,0.00006969367,0.0001526316],"domain_scores_gemma":[0.9996417,0.00003695472,0.00005764245,0.0001853877,0.00002949368,0.00004886034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008787821,0.0005710443,0.7896401,0.00004647079,0.000006894749,0.001196662,0.001753238,0.00001083352,0.1205145,0.00008930135,0.00001434908,0.08606875],"study_design_scores_gemma":[0.001201564,0.0006924553,0.9891084,0.0001431023,0.00003050552,0.00008942313,0.00003114522,0.0001779592,0.007841662,0.0005971253,0.00002797341,0.00005865984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977244,0.001228067,0.00007087814,0.0005229495,0.00001489842,0.0002098469,0.00001558967,0.000009074784,0.0002043594],"genre_scores_gemma":[0.9979215,0.0001142878,0.001602871,0.0003030065,0.000009687617,0.00001115349,0.000005821744,0.000007027157,0.00002469748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1994684,"threshold_uncertainty_score":0.3174836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403940140368499,"score_gpt":0.2937906771301634,"score_spread":0.2533966630933135,"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."}}