{"id":"W1997545981","doi":"10.1111/j.1572-0241.2001.03785.x","title":"Flow Cytometry in the Diagnosis of Peritoneal Carcinomatosis","year":2001,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Peritoneal carcinomatosis; Flow cytometry; Pathology; Internal medicine; Cancer; Immunology","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":[0.00426177,0.0005143831,0.0003813459,0.002487663,0.0002406004,0.0006612555,0.000517144,0.0008067352,0.001225015],"category_scores_gemma":[0.004900753,0.000210905,0.000142103,0.0008222798,0.0006517932,0.0005303748,0.0004303177,0.0006521536,0.0006578913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003643435,"about_ca_system_score_gemma":0.0002936149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002725197,"about_ca_topic_score_gemma":0.0002606704,"domain_scores_codex":[0.9982951,0.0009746943,0.0001101374,0.0002153927,0.0003118269,0.00009286355],"domain_scores_gemma":[0.997637,0.001513252,0.0003013395,0.00008746987,0.0003338169,0.0001270332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004270012,0.0006029174,0.5591217,0.0009286778,0.0001738072,0.002365673,0.0004336456,0.001609197,0.1815706,0.001356481,0.002761455,0.2448058],"study_design_scores_gemma":[0.001327207,0.008635017,0.5564457,0.001191294,0.0004842073,0.06837452,0.0007773102,0.05123715,0.2451072,0.005856915,0.06028662,0.000276911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948847,0.06086048,0.03669003,0.001147943,0.0004499271,0.0003183224,0.0003014285,0.0003626948,0.004984456],"genre_scores_gemma":[0.9531086,0.007891061,0.03663123,0.0004273139,0.0003438198,0.0002485425,0.0003589717,0.00001882985,0.0009716381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426177,"threshold_uncertainty_score":0.02253872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451901777171723,"score_gpt":0.2687134402642025,"score_spread":0.2541944224924853,"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."}}