{"id":"W1982700740","doi":"10.1136/bmj.b4166","title":"Communication during breast cancer treatment","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Breast cancer; Computer science; Data science; Medicine; Cancer; World Wide Web; Internal medicine","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":[0.00575854,0.0005144944,0.0006100737,0.0005648967,0.01015648,0.004694841,0.0009655839,0.006534576,0.02251115],"category_scores_gemma":[0.04087893,0.0003869971,0.0005720267,0.0005624357,0.003736763,0.003606864,0.006000327,0.01343484,0.004703263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651807,"about_ca_system_score_gemma":0.004236293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495575,"about_ca_topic_score_gemma":0.008193833,"domain_scores_codex":[0.9904952,0.006080383,0.0002474029,0.0003422196,0.001469632,0.001365272],"domain_scores_gemma":[0.9766299,0.01109718,0.001812103,0.0005307641,0.003090171,0.006839811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001762344,0.00010588,0.004166298,0.0005590131,0.00005716208,0.006741339,0.104612,0.0001343273,0.001035642,0.005695024,0.7918081,0.08490889],"study_design_scores_gemma":[0.00001971845,0.00009918298,0.002002295,0.0006148793,0.0000151747,0.003705183,0.0736589,0.00004356045,0.0002039947,0.001666995,0.9179281,0.00004197917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03073141,0.02598732,0.001366766,0.6914771,0.08147005,0.00008906072,0.0001648974,0.0001668025,0.1685466],"genre_scores_gemma":[0.3922795,0.02033044,0.001406564,0.4049303,0.03440367,0.0002826539,0.0001742432,0.0003425888,0.1458502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02251115,"threshold_uncertainty_score":0.07530731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408060791080043,"score_gpt":0.317807477713223,"score_spread":0.3037268698024226,"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."}}