{"id":"W2791658635","doi":"10.1177/2292550317750139","title":"Delivering Breast Reconstruction Information to Patients: Women Report on Preferred Information Delivery Styles and Options","year":2018,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breast reconstruction; Medical physics; Medicine; Computer science; Breast cancer; 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":[0.002905801,0.0001739855,0.0002597292,0.0005901539,0.0007832492,0.00131997,0.0002120519,0.0006005641,0.003686714],"category_scores_gemma":[0.01977891,0.0001638439,0.0002118288,0.0006834753,0.0006642643,0.001143332,0.001217989,0.0006745282,0.0003082949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005259396,"about_ca_system_score_gemma":0.0008003985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922902,"about_ca_topic_score_gemma":0.002264303,"domain_scores_codex":[0.9982987,0.0008603627,0.0001952629,0.00008940075,0.0003213359,0.0002349953],"domain_scores_gemma":[0.9888934,0.007732707,0.002187588,0.0001982002,0.0006070895,0.0003808941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006545333,0.0001433206,0.620132,0.001032684,0.0001050636,0.002084065,0.2534351,0.0001932839,0.003622926,0.0007763267,0.004799399,0.1130213],"study_design_scores_gemma":[0.00004851966,0.0008080066,0.3416424,0.001171299,0.0001340714,0.008606614,0.6218391,0.0005064338,0.001591385,0.0009662727,0.02256149,0.0001243536],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919006,0.001363466,0.0004267687,0.002397405,0.00002522039,0.00002778768,0.0003118382,0.00001668783,0.003530445],"genre_scores_gemma":[0.9978037,0.0008304553,0.0003644546,0.0005092674,0.00001094274,0.00001954502,0.00008996335,0.000005246242,0.000366326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003686714,"threshold_uncertainty_score":0.01536751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190572158835424,"score_gpt":0.2094073458586369,"score_spread":0.1975016242702826,"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."}}