{"id":"W2831634732","doi":"10.1186/s12874-018-0533-7","title":"Creation of a new clinical framework – why women choose mastectomy versus breast conserving therapy","year":2018,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Conceptual framework; Breast cancer; Mastectomy; Medicine; Multitude; Health care; Psychology; Management science; Cancer; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.04036629,0.0001995773,0.0008888419,0.0004186902,0.0008185176,0.000009284787,0.001633182,0.001411823,0.01322715],"category_scores_gemma":[0.3004143,0.0001653611,0.0001272077,0.001078812,0.002184736,0.0001087161,0.001147767,0.004227239,0.000502633],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971655,"about_ca_system_score_gemma":0.01096697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004200759,"about_ca_topic_score_gemma":0.001610018,"domain_scores_codex":[0.9103115,0.08415385,0.001788685,0.0006009596,0.001768365,0.001376605],"domain_scores_gemma":[0.6293525,0.3613414,0.0008353549,0.002815377,0.003288303,0.002367119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0250559,0.0005078196,0.3007497,0.00106367,0.0002354633,0.00001038724,0.0544304,5.544309e-7,0.0001519314,0.02263321,0.03853612,0.5566248],"study_design_scores_gemma":[0.03010832,0.00874344,0.3883806,0.004712116,0.00003631145,0.00003421646,0.1089042,0.00220008,0.0002079466,0.1453351,0.3105137,0.0008239521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8055394,0.004031572,0.129785,0.04275923,0.006030656,0.003755594,0.00003698122,0.0002819525,0.007779628],"genre_scores_gemma":[0.5217246,0.004047011,0.4568123,0.00888466,0.005728263,0.001356323,0.0000433845,0.0001275471,0.001275981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5558009,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8927123966767095,"score_gpt":0.7053405497423559,"score_spread":0.1873718469343536,"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."}}