{"id":"W3162007801","doi":"10.1007/s00428-021-03117-2","title":"Clinicopathologic features and outcome of head and neck mucosal spindle cell squamous cell carcinoma","year":2021,"lang":"en","type":"article","venue":"Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Pathology; Spindle cell carcinoma; Immunohistochemistry; Histology; Tongue; Larynx; Surgery","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":[0.0004811762,0.0002331032,0.0002579036,0.001172721,0.0007225884,0.0005946678,0.0002457382,0.0004084835,0.001503938],"category_scores_gemma":[0.001304611,0.0001805721,0.0003165187,0.0008171612,0.0004917277,0.0005067888,0.0004006479,0.0002589577,0.0003917233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627238,"about_ca_system_score_gemma":0.0003008173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206358,"about_ca_topic_score_gemma":0.002050662,"domain_scores_codex":[0.9996921,0.00005980522,0.00004844181,0.00004653439,0.00004911389,0.0001041506],"domain_scores_gemma":[0.9993773,0.0001616349,0.0001318389,0.00005140537,0.00009377066,0.0001840837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005512575,0.0000741819,0.972522,0.00002194022,0.00002787688,0.01920732,0.0002772479,0.0001928361,0.00308606,0.0001112579,0.0001688938,0.003759157],"study_design_scores_gemma":[0.00001299838,0.0003052155,0.9691729,0.0000053352,0.00004494281,0.02776502,0.0009209441,0.0003643907,0.0005025293,0.0001195713,0.0007711665,0.00001499032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998201,0.0002828598,0.00007515582,0.00002359532,0.000006209882,0.000006488634,0.000133559,0.000003665127,0.001267424],"genre_scores_gemma":[0.9994828,0.00009191319,0.00002462862,0.00000812491,0.00001406504,0.000005211659,0.0001629784,0.000001257826,0.0002089593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206358,"threshold_uncertainty_score":0.005031168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821359644044044,"score_gpt":0.362351418793908,"score_spread":0.3141378223534676,"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."}}