{"id":"W3202295509","doi":"10.30683/1927-7229.2018.07.04.2","title":"Why is Immunohistochemical Detection of Metastasized Breast Cancer Cells in the Immunocompetent Host Not Always Easy?","year":2018,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunohistochemistry; Breast cancer; Cancer; Medicine; CA15-3; Metastasis; Pathology; Cancer cell; Metastatic breast cancer; Distant metastasis; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007801897,0.0003166225,0.001044677,0.0009767053,0.0004830873,0.001723363,0.0009313857,0.002039997,0.001584501],"category_scores_gemma":[0.009658651,0.0004169893,0.0004495676,0.0006261276,0.004057923,0.003666861,0.000630741,0.00218518,0.001153444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006894266,"about_ca_system_score_gemma":0.0005326358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007826564,"about_ca_topic_score_gemma":0.001221857,"domain_scores_codex":[0.9960902,0.001613272,0.000343902,0.0005245528,0.001105901,0.0003221698],"domain_scores_gemma":[0.9930881,0.003270902,0.0007338976,0.0005002565,0.002124839,0.0002821029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009297103,0.0002501742,0.07213572,0.01068024,0.0005547304,0.009329575,0.003704201,0.0005746759,0.3182251,0.03478471,0.06110966,0.4877214],"study_design_scores_gemma":[0.0001167499,0.001353969,0.08992781,0.004485977,0.0006781984,0.0829078,0.009986452,0.001845213,0.1761207,0.0582499,0.5740004,0.0003269066],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.129477,0.6935021,0.06020032,0.09014678,0.009408871,0.0001354992,0.0001973018,0.0005901202,0.01634196],"genre_scores_gemma":[0.5444067,0.3587206,0.05082974,0.02907483,0.005906689,0.0001893635,0.0002695976,0.0003039658,0.01029852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007801897,"threshold_uncertainty_score":0.04126084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570485029530247,"score_gpt":0.3340317692818442,"score_spread":0.3083269189865417,"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."}}