{"id":"W4322769686","doi":"10.1158/1538-7445.sabcs22-p6-05-50","title":"Abstract P6-05-50: Lobular Breast Cancer Alliance Inc. Survey of Individuals with Metastatic Invasive Lobular Carcinoma","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Invasive lobular carcinoma; Breast cancer; Metastasis; Cancer; Oncology; Colorectal cancer; Metastatic breast cancer; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001627772,0.0003193345,0.000788285,0.0003929377,0.0001722053,0.00005789501,0.0003384395,0.000100858,0.001715782],"category_scores_gemma":[0.0001655908,0.000244241,0.0001005587,0.00207034,0.0004609838,0.000146875,0.0001783833,0.0005414018,0.0001588535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008345604,"about_ca_system_score_gemma":0.002812442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09987747,"about_ca_topic_score_gemma":0.0205299,"domain_scores_codex":[0.9958083,0.0002622871,0.000479307,0.0007383612,0.00175006,0.0009616722],"domain_scores_gemma":[0.9965658,0.0007371286,0.0001801977,0.0007616609,0.001332531,0.0004226934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008237362,0.0004336291,0.9489126,0.001086459,0.001134348,0.0007371219,0.0006913032,0.0003553378,0.003043625,0.00002982243,0.03634285,0.006409141],"study_design_scores_gemma":[0.003060394,0.0004707667,0.9757231,0.001058267,0.0001727624,0.00003296197,0.0002518438,0.00001895092,0.01643425,0.00003572142,0.002509737,0.0002311665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832151,0.008760571,0.000002226578,0.003276682,0.0001349421,0.001419636,0.002969995,0.00005234036,0.0001685138],"genre_scores_gemma":[0.9866894,0.01044459,0.00006584043,0.0001779265,0.0001500439,0.001456496,0.0003448855,0.0000881527,0.0005826438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07934757,"threshold_uncertainty_score":0.9991968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468477474927888,"score_gpt":0.4134943514768462,"score_spread":0.2666466039840574,"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."}}