{"id":"W7006542906","doi":"","title":"Understanding mechanisms of oncogenesis and Identifying markers of drug resistance in Triple Negative Breast Cancer","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Triple-negative breast cancer; Carcinogenesis; Breast cancer; Drug resistance; Cancer; Drug","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001164291,0.0004591473,0.0013074,0.0005894572,0.0002258478,0.00001857534,0.0001171253,0.0003494215,0.00016359],"category_scores_gemma":[0.0006040981,0.0004124192,0.0002687025,0.0007243269,0.0001282135,0.0001682936,0.00008398684,0.0007900848,0.000001889043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009536762,"about_ca_system_score_gemma":0.0001653404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369001,"about_ca_topic_score_gemma":0.01519819,"domain_scores_codex":[0.9965214,0.0001507325,0.001208483,0.0007501187,0.0009856542,0.000383612],"domain_scores_gemma":[0.998155,0.0002855306,0.0007151643,0.0003122915,0.0003079056,0.0002241251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02289479,0.00153303,0.002556031,0.1140521,0.01021966,0.008061942,0.002253096,0.00001230573,0.262283,0.4810482,0.000335878,0.09474998],"study_design_scores_gemma":[0.01281405,0.0006771021,0.05914686,0.1003475,0.008944534,0.0005032431,0.07023388,0.00009502035,0.31117,0.4293637,0.002957307,0.003746739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619069,0.005919985,0.000002156551,0.0001110397,0.001109009,0.0009502218,0.001034845,0.00005262629,0.02891318],"genre_scores_gemma":[0.9877553,0.003537463,0.0003792243,0.00004359659,0.00002254397,0.0000875467,0.00009230115,0.00009770242,0.007984328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09100324,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04875139202507033,"score_gpt":0.2970972140117965,"score_spread":0.2483458219867262,"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."}}