{"id":"W7106031153","doi":"10.7939/83063","title":"Causal Inference in Adjuvant Endocrine Therapy for Breast Cancer","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Breast cancer; Causal inference; Discontinuation; Confounding; Clinical trial; Randomized controlled trial; Meta-analysis; Precision medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2348447,0.002098264,0.005181391,0.004654383,0.001476427,0.004210853,0.003513817,0.004430304,0.008970211],"category_scores_gemma":[0.5487345,0.001808457,0.01107026,0.004144067,0.003551988,0.004546835,0.004144202,0.008129632,0.0004573959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004556436,"about_ca_system_score_gemma":0.008818629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007146,"about_ca_topic_score_gemma":0.006852664,"domain_scores_codex":[0.5750467,0.4040394,0.006913328,0.007915915,0.004981982,0.001102676],"domain_scores_gemma":[0.2254061,0.7474244,0.01440762,0.008933596,0.003290347,0.0005379779],"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":[0.003757759,0.0005875996,0.0561424,0.04533186,0.05739336,0.001146511,0.003022992,0.09548696,0.0004518567,0.4578056,0.01963718,0.2592359],"study_design_scores_gemma":[0.002240584,0.0009852884,0.008733534,0.01024486,0.01605809,0.0002879555,0.000461612,0.1266963,0.0007508965,0.8133128,0.02004309,0.0001849911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03513261,0.1016429,0.8046365,0.03445316,0.005009109,0.005288461,0.004784308,0.0008425777,0.008210246],"genre_scores_gemma":[0.5893381,0.02322412,0.3488294,0.01260392,0.003112376,0.01689759,0.002767717,0.0001899469,0.003036888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2348447,"threshold_uncertainty_score":0.9435728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007022817917625433,"score_gpt":0.2371392556162564,"score_spread":0.230116437698631,"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."}}