{"id":"W3029764874","doi":"10.17742/image.br.11.1.5","title":"Revealing Narratives in Before and After Photographs of Cosmetic Breast Surgeries","year":2020,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Narrative; Art; Aesthetics; Visual arts; Psychology; Medicine; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007497182,0.001417274,0.0006992896,0.001789962,0.0143619,0.007642947,0.001719109,0.00408283,0.006340409],"category_scores_gemma":[0.01981289,0.0009311528,0.0006948565,0.001620332,0.0166073,0.00772487,0.007993857,0.007029394,0.000867998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00619103,"about_ca_system_score_gemma":0.002354725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006514183,"about_ca_topic_score_gemma":0.01620278,"domain_scores_codex":[0.9906536,0.006889058,0.0002571165,0.0005334387,0.0007862206,0.0008805127],"domain_scores_gemma":[0.9805514,0.01595903,0.001366346,0.0006134444,0.0007275508,0.0007822561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003919334,0.00001571545,0.0003775797,0.00006441609,0.00000320164,0.0008282284,0.9925288,0.00002229205,0.0006397051,0.003697922,0.0007443421,0.001038685],"study_design_scores_gemma":[0.000005756585,0.00003191447,0.0007288838,0.0001579815,0.00000700174,0.0007117511,0.9694852,0.00004166412,0.0007783425,0.0006196171,0.02741566,0.00001628012],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342759,0.002651385,0.003431436,0.01172756,0.0006385857,0.0002529239,0.0003630009,0.00004505264,0.04661415],"genre_scores_gemma":[0.9808313,0.001752386,0.001506682,0.001543938,0.0001699427,0.0001283253,0.0001196762,0.00008744834,0.01386027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0143619,"threshold_uncertainty_score":0.04491925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600345206590441,"score_gpt":0.3977733801530865,"score_spread":0.3717699280871821,"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."}}