{"id":"W3128008137","doi":"10.21203/rs.3.rs-178701/v1","title":"Why do Older Women with Invasive Breast Cancer Avoid Surgery? A Qualitative Analysis of Factors Influencing the Decision of Patients and Physicians","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Qualitative research; Qualitative analysis; Oncology; Family medicine; Cancer; Internal medicine; Sociology","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":[0.01099895,0.0002797463,0.0004350734,0.0009886209,0.005386621,0.003442451,0.0009946295,0.001628123,0.003287467],"category_scores_gemma":[0.03788842,0.0004666694,0.0003123885,0.0009635506,0.005382352,0.003180321,0.00282465,0.002939069,0.0002236073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005118399,"about_ca_system_score_gemma":0.006372465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0164069,"about_ca_topic_score_gemma":0.02617431,"domain_scores_codex":[0.9910846,0.006914527,0.0002914896,0.0002999027,0.0005135966,0.0008960069],"domain_scores_gemma":[0.9464294,0.04651362,0.002498863,0.0003467477,0.001744759,0.002466649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006039401,0.00003503777,0.008347065,0.0000906612,0.000006919365,0.0002662095,0.9872852,0.0000205275,0.0002109354,0.0009184762,0.0005865796,0.002172045],"study_design_scores_gemma":[0.000005575138,0.00002182172,0.002621135,0.00007735527,0.000003338242,0.00006864306,0.9945128,0.00002452453,0.00005778347,0.0001830782,0.002416889,0.000007006041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987352,0.0006022144,0.000539707,0.007267983,0.00007658327,0.00009222143,0.0001812504,0.00000503662,0.00388302],"genre_scores_gemma":[0.996094,0.000507026,0.0003209992,0.001764343,0.00001765613,0.00008745828,0.00004911536,0.000008590147,0.001150702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0164069,"threshold_uncertainty_score":0.05816871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350318761912054,"score_gpt":0.4856505221457119,"score_spread":0.3506186459545065,"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."}}