{"id":"W4213086223","doi":"10.3390/cancers14040904","title":"Characterisation of the Stromal Microenvironment in Lobular Breast Cancer","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Breast Cancer Campaign; Cancer Research UK","keywords":"Breast cancer; Stromal cell; Medicine; Cancer research; Pathology; Oncology; Cancer; Internal medicine","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":[0.0001364944,0.0001229316,0.0001761687,0.0008807921,0.0001954368,0.0004353589,0.00008261564,0.0001394356,0.0005539173],"category_scores_gemma":[0.0001704716,0.00008970765,0.0001039707,0.000652305,0.0001493258,0.000121804,0.0001790573,0.0001494004,0.000210561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414132,"about_ca_system_score_gemma":0.0001644902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008613606,"about_ca_topic_score_gemma":0.001742473,"domain_scores_codex":[0.9999022,0.00001225977,0.00000573592,0.00002289911,0.00003025768,0.00002664508],"domain_scores_gemma":[0.9998703,0.00003738173,0.00003300582,0.00001017812,0.00002517582,0.0000240051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001948153,0.00001840174,0.05168844,0.0001131186,0.00002129354,0.0002669713,0.0001692972,0.0001295294,0.9423169,0.00005549493,0.00006714592,0.004958489],"study_design_scores_gemma":[0.000009813884,0.0001883637,0.8044466,0.00001883147,0.00004456494,0.002488092,0.000715524,0.00174391,0.1864526,0.0001230073,0.003757795,0.00001083044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956467,0.001546692,0.001411935,0.00002229342,0.000002647613,0.00002039308,0.0006188022,0.00003148282,0.0006991376],"genre_scores_gemma":[0.9957624,0.0007609554,0.001846095,0.00003800305,0.000006920289,0.0000468029,0.001028188,0.000009688601,0.0005009837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008807921,"threshold_uncertainty_score":0.001852989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050213285802504,"score_gpt":0.2334210966429134,"score_spread":0.2229189637848883,"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."}}