{"id":"W2396118549","doi":"10.1158/1538-7445.fbcr15-ia13","title":"Abstract IA13: Clonal dynamics of normal and malignant human mammary cell growth in xenografts","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Biology; Carcinogenesis; Transcriptome; In vivo; Cancer; Cancer research; Transplantation; Mammary tumor; Oncogene; Cell; Malignant transformation; Breast cancer; Genetics; Cell cycle; Gene; Medicine; Gene expression; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002032478,0.0001085848,0.000266475,0.0006103214,0.00008873316,0.00001423216,0.0002717936,0.00009214529,0.0003353401],"category_scores_gemma":[0.0001717967,0.00006727687,0.00004020001,0.0006103599,0.0008441327,0.0001502527,0.000181294,0.0004157616,0.00001125724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713173,"about_ca_system_score_gemma":0.0006567053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984752,"about_ca_topic_score_gemma":0.0006953656,"domain_scores_codex":[0.9973694,0.00007250524,0.0002863556,0.0003619749,0.001198701,0.0007110439],"domain_scores_gemma":[0.9986777,0.0002019738,0.00004183847,0.0002867424,0.0004017728,0.000389956],"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":[0.0005055697,0.0002927925,0.3423791,0.0008869706,0.00002179958,0.0004668334,0.0005843374,2.803396e-7,0.6203648,0.002723992,0.002587245,0.02918631],"study_design_scores_gemma":[0.004770558,0.0008904945,0.8780673,0.001181582,0.000009478977,0.00003733199,0.0005209307,0.00005430246,0.1124578,0.0008620927,0.0009854282,0.0001626594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855623,0.001077928,0.00002504648,0.003889915,0.00007621289,0.0003731981,0.00002349518,0.00001164399,0.008960287],"genre_scores_gemma":[0.9941111,0.002490957,0.00006303876,0.00006595365,0.0001953677,0.00004933048,0.000007301562,0.00001525279,0.003001747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5356882,"threshold_uncertainty_score":0.3671739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06276660409646706,"score_gpt":0.404196397467071,"score_spread":0.341429793370604,"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."}}