{"id":"W1970356541","doi":"10.1016/j.placenta.2009.05.007","title":"Double Immuno-labelling of Proliferating Villous Cytotrophoblasts in Thick Paraffin Sections: Integrating Immuno-histochemistry and Stereology in the Human Placenta","year":2009,"lang":"en","type":"article","venue":"Placenta","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Scottish Cot Death Trust","keywords":"Cytotrophoblast; Syncytiotrophoblast; Biology; Placenta; Immunohistochemistry; Immunolabeling; Pathology; Cytokeratin; Monoclonal antibody; Primary and secondary antibodies; Trophoblast; Stereology; Antigen retrieval; Antibody; Antigen; Immunology; Fetus; Endocrinology; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005518389,0.0002085381,0.0004246045,0.0001200791,0.0001847407,0.00002293764,0.000160631,0.0001344474,0.00001658079],"category_scores_gemma":[0.0001037742,0.000158869,0.00005037598,0.0002653793,0.0001144682,0.00008750484,0.00006843846,0.0006742589,0.000001401426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217671,"about_ca_system_score_gemma":0.00005542255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004061239,"about_ca_topic_score_gemma":0.0004652471,"domain_scores_codex":[0.9985389,0.0001205149,0.0005452066,0.000289333,0.0001816799,0.0003243835],"domain_scores_gemma":[0.9992711,0.0001929487,0.0001692034,0.0002934961,0.00004247269,0.00003077743],"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":[0.002685708,0.00121998,0.3550442,0.0007503581,0.0001927192,0.0001574858,0.05013267,0.0003181388,0.5839869,0.001490734,0.0002232195,0.00379791],"study_design_scores_gemma":[0.06506464,0.004729335,0.4309429,0.02024092,0.0006136628,0.002659065,0.07230713,0.006497476,0.3901227,0.003079189,0.001269234,0.00247374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880396,0.006743429,0.00002530718,0.0004946019,0.00006094229,0.000603563,0.000003379762,0.00002748229,0.004001763],"genre_scores_gemma":[0.9987795,0.0003031348,0.0004632729,0.0002110958,0.00004791767,0.00005139316,0.00002137039,0.00001074103,0.0001115388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1938642,"threshold_uncertainty_score":0.6478491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145149764185525,"score_gpt":0.2938888372011556,"score_spread":0.2724373395593003,"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."}}