{"id":"W2792678735","doi":"10.1177/2292550317716124","title":"A Qualitative Assessment of the Journey to Delayed Breast Reconstruction","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Breast reconstruction; Medicine; Psychology; Medical physics; Computer science; Breast cancer; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004520282,0.0000977586,0.0002902563,0.0001119856,0.0002268189,0.000026564,0.00007876658,0.00006222678,0.0001093068],"category_scores_gemma":[0.0008728437,0.00006266282,0.0001428776,0.00007797734,0.000154419,0.00009698734,0.0000400536,0.0001449254,0.00001206791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005538312,"about_ca_system_score_gemma":0.0002524547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031702,"about_ca_topic_score_gemma":0.00003007574,"domain_scores_codex":[0.999088,0.00008930261,0.0003049996,0.0001427947,0.0002187394,0.0001560854],"domain_scores_gemma":[0.997314,0.001797231,0.0003259472,0.0003113459,0.0001406106,0.0001109147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007554916,0.000162211,0.6134908,0.0001455378,0.000459519,0.00001935461,0.001320189,0.00001656985,0.004673107,0.0004532029,0.002903884,0.3756002],"study_design_scores_gemma":[0.0003604714,0.00003109916,0.9730467,0.0005035154,0.0001101399,0.02397551,0.0009767975,0.0002367669,0.0005267314,0.00008478534,0.00005272292,0.00009472837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909377,0.000006195117,0.0007728153,0.0007472555,0.006578902,0.0001150067,0.00005526347,0.00001576255,0.0007711444],"genre_scores_gemma":[0.9990751,0.000003382229,0.0005609057,0.00001225558,0.0002428319,0.000008731332,0.00000476269,0.000009187706,0.00008282238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3755054,"threshold_uncertainty_score":0.2555316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047310982167286,"score_gpt":0.3656056617217822,"score_spread":0.2951325519001093,"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."}}