{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002955378,0.0002557095,0.0003067299,0.0001875085,0.0002713103,0.0008722994,0.0003114856,0.0003659375,0.0008677089],"category_scores_gemma":[0.000315304,0.0002616981,0.0003492931,0.0001504457,0.0003388933,0.0004266381,0.0005456461,0.0009012965,0.000346968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006687986,"about_ca_system_score_gemma":0.0003913475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000847083,"about_ca_topic_score_gemma":0.001328769,"domain_scores_codex":[0.9995626,0.00007242936,0.00001913284,0.00008208841,0.0001676233,0.00009606081],"domain_scores_gemma":[0.9997578,0.00006381179,0.00006460981,0.0000183914,0.0000426514,0.00005275698],"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":[0.0001327366,0.00001975563,0.001403548,0.00008951793,0.000005552618,0.0001126819,0.0001465185,0.0001962726,0.9930218,0.001016786,0.0001301451,0.003724673],"study_design_scores_gemma":[0.00001088834,0.0004543814,0.01922094,0.00003377933,0.00002759583,0.0005002683,0.0004008076,0.001269314,0.961594,0.0005329276,0.01593452,0.00002053198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723008,0.01160961,0.008808407,0.0004701562,0.00009897789,0.00005723906,0.000289126,0.00008664934,0.006278938],"genre_scores_gemma":[0.987389,0.004070938,0.004528204,0.0001535614,0.00002354709,0.00006322736,0.0002279879,0.00002357165,0.003520025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008722994,"threshold_uncertainty_score":0.004852474,"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."}}