{"id":"W2589288309","doi":"10.1002/cncr.30644","title":"Breast cancer prevention strategies in lobular carcinoma in situ: A decision analysis","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Lobular carcinoma; Breast cancer; Carcinoma in situ; Gynecology; Cancer; Epidemiology; Watchful waiting; Incidence (geometry); Mastectomy; Oncology; Internal medicine; Ductal carcinoma","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":[0.005029139,0.0008934741,0.00138746,0.001155576,0.0005565982,0.001547975,0.0009899989,0.001248285,0.005599472],"category_scores_gemma":[0.00936433,0.000622219,0.001818677,0.0007607449,0.0005643761,0.0009137501,0.0009105574,0.001284196,0.0001924292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003928666,"about_ca_system_score_gemma":0.00507896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432656,"about_ca_topic_score_gemma":0.009811763,"domain_scores_codex":[0.9976876,0.001710959,0.00004736518,0.0001534206,0.0001521802,0.0002485209],"domain_scores_gemma":[0.9923456,0.006640446,0.0004299303,0.00005523898,0.0002162599,0.0003125227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004968904,0.0001738159,0.006803791,0.00009490168,0.0002313262,0.0001507912,0.00004537818,0.9782628,0.0001302271,0.005903829,0.0006239955,0.007082164],"study_design_scores_gemma":[0.000196357,0.0003755443,0.002128027,0.00005895485,0.0002000604,0.00009796397,0.00008226978,0.9877707,0.00009426666,0.008186515,0.0007916684,0.00001771934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.849513,0.003704027,0.1199051,0.006971534,0.0001265074,0.00129097,0.001788838,0.0001098714,0.01659016],"genre_scores_gemma":[0.9832165,0.001275389,0.01211995,0.0003293414,0.00004771566,0.000333119,0.0003955073,0.00001065379,0.002271929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432656,"threshold_uncertainty_score":0.02850455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728202478084823,"score_gpt":0.3977731171196963,"score_spread":0.3304910923388481,"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."}}