{"id":"W6991905295","doi":"","title":"Interactions between normal and oncogenic cells during breast cancer initiation","year":2021,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Breast cancer; Cancer; Cancer cell; Mutant; Cell; Oncogene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001425148,0.0005291118,0.0005099052,0.0002712625,0.000581884,0.0001355224,0.000215573,0.0003847855,0.0003529001],"category_scores_gemma":[0.00002815079,0.0006421821,0.000181692,0.0004538032,0.00002265851,0.001020107,0.00005374358,0.001215568,0.00006505363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000711919,"about_ca_system_score_gemma":0.00004015126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002547616,"about_ca_topic_score_gemma":0.002699225,"domain_scores_codex":[0.9978007,0.00008800204,0.0006036615,0.0005555226,0.0003284295,0.0006236706],"domain_scores_gemma":[0.9989282,0.00008013869,0.0001748295,0.0003287495,0.0001883712,0.0002996902],"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":[0.00007813621,0.00007029832,0.00125256,0.0005808693,0.0006760363,0.00006677714,0.00002668342,0.0009863991,0.9111089,0.0006150329,0.00001248936,0.08452588],"study_design_scores_gemma":[0.0008418883,0.00003132436,0.05099134,0.0003716635,0.0004025168,0.00004671872,0.0001948066,0.0002945515,0.9400218,0.0002081477,0.005516153,0.001079077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877709,0.0005367427,3.116939e-7,0.000007400415,0.001131817,0.0002461402,0.001716629,0.0003105887,0.008279481],"genre_scores_gemma":[0.9969324,0.0009633991,0.00006020702,0.00002911928,0.0001872035,0.0001323925,0.0006939526,0.0001788568,0.0008224266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08344681,"threshold_uncertainty_score":0.999603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122756801214451,"score_gpt":0.2327982307907265,"score_spread":0.221570662778582,"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."}}