{"id":"W2237985221","doi":"10.3332/ecancer.2014.410","title":"ecancermedicalscience","year":2016,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"","field":"","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Immunostaining; Pathology; Metastasis; Immunohistochemistry; Staining; Immunocytochemistry; Cell; Biology; Medicine; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007927846,0.0014939,0.0006973084,0.002151225,0.0007282353,0.002758794,0.001036037,0.00271763,0.761758],"category_scores_gemma":[0.002013491,0.0003840924,0.0006691387,0.001362541,0.0006436773,0.001318176,0.002186122,0.002426587,0.6664773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276748,"about_ca_system_score_gemma":0.001599898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916822,"about_ca_topic_score_gemma":0.002528473,"domain_scores_codex":[0.9990672,0.0001530303,0.00005572335,0.0002482125,0.0003097589,0.0001659953],"domain_scores_gemma":[0.9988608,0.0002150034,0.00009753704,0.0001364452,0.0002352429,0.0004549217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000297464,0.0002182109,0.002098658,0.001100974,0.00003985329,0.00127483,0.000119555,0.0001718876,0.003077324,0.005705677,0.4384313,0.5474643],"study_design_scores_gemma":[0.00005676392,0.00004656661,0.001222938,0.0002722027,0.000006709643,0.002179819,0.00005228733,0.0001144172,0.000392335,0.000715241,0.9949315,0.000009138344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00444684,0.02542288,0.00231374,0.007635026,0.005426476,0.0002416963,0.004350869,0.002227965,0.9479345],"genre_scores_gemma":[0.01650883,0.01327729,0.002670852,0.003335335,0.001620265,0.000161633,0.005157419,0.0005502834,0.9567181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.238242,"threshold_uncertainty_score":0.3398232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176171554943478,"score_gpt":0.2772844214337923,"score_spread":0.2655227058843576,"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."}}