{"id":"W2571322812","doi":"10.15562/tcp.32","title":"Molecular Genetics in Breast Cancer: Signaling Pathways and Tumor Biology","year":2016,"lang":"en","type":"article","venue":"The Cancer Press","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Biology; Cancer genetics; Signal transduction; Cancer; Molecular genetics; Computational biology; Genetics; Cancer research; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189389,0.0001584572,0.0002499784,0.00003920715,0.00004017209,0.000008024637,0.0001616672,0.00004792766,0.0001113938],"category_scores_gemma":[0.000009238971,0.00008680443,0.00003302673,0.00008676016,0.0002408173,0.00004614087,0.00008586434,0.0001185117,0.000001592958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471106,"about_ca_system_score_gemma":0.0001094672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006374356,"about_ca_topic_score_gemma":0.00005742909,"domain_scores_codex":[0.9990321,0.00006210343,0.0001811654,0.0003003146,0.0001064477,0.0003178257],"domain_scores_gemma":[0.9993856,0.00006834213,0.00007950526,0.0003171682,0.00006695439,0.00008243079],"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":[0.0005020328,0.00002696257,0.02902821,0.00005841868,0.0001059414,0.00003112635,0.0005142055,0.0002571239,0.7220506,0.0006298373,0.00002384484,0.2467717],"study_design_scores_gemma":[0.01284787,0.0002866314,0.1258618,0.002532579,0.0004077278,0.0005893148,0.0003428148,0.0008329299,0.813374,0.01420108,0.0276791,0.001044215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481899,0.04414428,0.0009400246,0.005875639,0.00016727,0.0003468368,0.0001714976,0.00004567408,0.0001189185],"genre_scores_gemma":[0.995407,0.002738547,0.000154095,0.001160894,0.0002371723,0.000235001,0.000001066904,0.00003407632,0.00003213747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2457274,"threshold_uncertainty_score":0.3539782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046920225336344,"score_gpt":0.2902598421868009,"score_spread":0.2697906399334374,"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."}}