{"id":"W4255545363","doi":"10.1007/978-3-662-46875-3_6674","title":"Breast Cancer Drug Resistance","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Breast cancer; Drug resistance; Drug; Medicine; Oncology; Internal medicine; Cancer; Pharmacology; Biology; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466443,0.0004883973,0.0004008152,0.0005501017,0.0003326956,0.001264059,0.0005684681,0.0006428497,0.06329192],"category_scores_gemma":[0.0004703115,0.0001946878,0.0002585805,0.0005399199,0.0003570858,0.0009027438,0.0009196413,0.001512649,0.0291453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000692511,"about_ca_system_score_gemma":0.0004089811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005771446,"about_ca_topic_score_gemma":0.001333616,"domain_scores_codex":[0.9998506,0.00002386696,0.000004537416,0.00002852271,0.00007425326,0.00001818069],"domain_scores_gemma":[0.9999257,0.00002416863,0.000005733304,0.00001251681,0.00002053467,0.00001141147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004274575,0.00005836902,0.0001176932,0.0003776371,0.00001048962,0.0001697548,0.0001000051,0.0003236471,0.00657332,0.05379762,0.3132855,0.6251433],"study_design_scores_gemma":[0.000003595014,0.00001382169,0.00007772405,0.00008226483,0.000003571479,0.000327598,0.00001673292,0.0000795277,0.0009791142,0.005094969,0.9933184,0.000002722921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003040096,0.1136941,0.009810762,0.01058198,0.003577312,0.00009991141,0.0008802033,0.0005213004,0.8577943],"genre_scores_gemma":[0.01265433,0.06035271,0.003430714,0.00460337,0.0007335547,0.00008537675,0.0006355187,0.0001781984,0.9173262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06329192,"threshold_uncertainty_score":0.2117326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005461183802859862,"score_gpt":0.2323353543420633,"score_spread":0.2268741705392034,"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."}}