{"id":"W2744535866","doi":"10.1016/j.placenta.2017.08.005","title":"Gene markers of normal villous maturation and their expression in placentas with maturational pathology","year":2017,"lang":"en","type":"article","venue":"Placenta","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Ottawa; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Canada Research Chairs","keywords":"Biology; Pathology; Gene expression; Gene; Anatomy; Andrology; 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":[0.00009824217,0.00008413789,0.0001441785,0.00004221453,0.00007524181,0.00001762657,0.00005812751,0.00006426283,0.00003006627],"category_scores_gemma":[0.0001366527,0.00005689521,0.00001372075,0.00001914097,0.00008665468,0.0001174388,0.00006055283,0.0001020347,0.000001883468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001924829,"about_ca_system_score_gemma":0.00002884994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006693316,"about_ca_topic_score_gemma":0.00006833966,"domain_scores_codex":[0.9995003,0.00002374229,0.0001230123,0.0001349228,0.0001023581,0.0001156397],"domain_scores_gemma":[0.9995295,0.00008242026,0.0001075603,0.0001964118,0.00002699241,0.00005712553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01531428,0.0002757086,0.8368898,0.0001656585,0.00004415357,0.0002840816,0.0008019913,0.00006990348,0.1353586,0.0001654682,0.001383893,0.009246386],"study_design_scores_gemma":[0.002482275,0.0002510536,0.9118966,0.0002123582,0.00001485423,0.0002620353,0.0001901949,0.0008361244,0.08365886,0.00002385571,0.00009139079,0.0000804296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972674,0.0001812375,0.0002145423,0.00039846,0.00006137614,0.0001671963,0.00004040255,0.00001123496,0.001658171],"genre_scores_gemma":[0.9970129,0.00006633167,0.0026387,0.0000634796,0.00003645464,0.000006278267,0.0001153371,0.000007153899,0.0000534264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07500674,"threshold_uncertainty_score":0.2320119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125619700141019,"score_gpt":0.2429134216262565,"score_spread":0.2316572246248463,"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."}}