{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126906,0.0003660802,0.0003443228,0.001228585,0.0005897066,0.000548719,0.0004237532,0.0004248589,0.001967853],"category_scores_gemma":[0.0004254188,0.0006337759,0.0003261176,0.0006821596,0.0007164518,0.0007566362,0.0005665789,0.0006714023,0.0004549723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971817,"about_ca_system_score_gemma":0.0004263432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776339,"about_ca_topic_score_gemma":0.003383544,"domain_scores_codex":[0.9997171,0.00006406735,0.0000387315,0.00007287724,0.00005053965,0.00005670432],"domain_scores_gemma":[0.99959,0.0001087639,0.00005454947,0.0001019618,0.00009078864,0.00005390305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002748021,0.00002268293,0.001258331,0.0002267899,0.00001844644,0.0002325077,0.0001845983,0.0001365055,0.9886152,0.001835148,0.00005814927,0.007136764],"study_design_scores_gemma":[0.0001196296,0.0005391659,0.03664035,0.0001204442,0.0001648819,0.003669375,0.0006838787,0.008851909,0.9337025,0.002628898,0.01283273,0.00004632337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134378,0.006040365,0.1664161,0.0002229328,0.000186061,0.0002422721,0.0008016487,0.0006399397,0.01201283],"genre_scores_gemma":[0.7747431,0.003863674,0.2096215,0.00008349914,0.00009132543,0.0003144515,0.0007047461,0.0002516065,0.01032623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001967853,"threshold_uncertainty_score":0.006583095,"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."}}