{"id":"W2015341778","doi":"10.1007/s11427-013-4579-9","title":"Transcriptomic analysis reveals key regulators of mammogenesis and the pregnancy-lactation cycle","year":2014,"lang":"en","type":"article","venue":"Science China Life Sciences","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lactation; Involution (esoterism); Biology; Transcriptome; Mammary gland; Pregnancy; Gene; Internal medicine; Endocrinology; Gene expression; Genetics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002559354,0.0003415745,0.0004892316,0.000668545,0.0002615743,0.0005364747,0.0001304224,0.0002447855,0.0007970788],"category_scores_gemma":[0.0003347943,0.0001626351,0.0004628488,0.000999486,0.0001884523,0.0003043166,0.0003747133,0.0003401254,0.0003412582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500389,"about_ca_system_score_gemma":0.0002645706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007352477,"about_ca_topic_score_gemma":0.0009925895,"domain_scores_codex":[0.9997652,0.00002347128,0.00001449105,0.00009766073,0.00004624849,0.000052834],"domain_scores_gemma":[0.9998351,0.00003933202,0.00005601926,0.00001100398,0.00003693897,0.0000215894],"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":[0.0005949188,0.00003546234,0.06796812,0.0004716683,0.0001259294,0.0003007482,0.0002925182,0.000914638,0.9074421,0.0004792479,0.0008619986,0.02051261],"study_design_scores_gemma":[0.00001829308,0.0003273944,0.8731002,0.0001137237,0.0003114086,0.000672988,0.0004631527,0.009355618,0.1005602,0.001041994,0.01397316,0.00006169928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611108,0.01077044,0.009748821,0.00021357,0.00006406219,0.0000532625,0.01503513,0.0002953793,0.002708464],"genre_scores_gemma":[0.96566,0.003704753,0.007946188,0.0002631894,0.00004439674,0.0001377901,0.01975516,0.0001048486,0.002383713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007970788,"threshold_uncertainty_score":0.002666533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006764296714084999,"score_gpt":0.2636546424742359,"score_spread":0.2568903457601509,"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."}}