{"id":"W53625612","doi":"10.1177/229255031202000108","title":"Cosmetic outcomes following head and neck melanoma reconstruction: The patient's perspective","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck; Perspective (graphical); Surgery; Melanoma; Radiology; General surgery; Dermatology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259563,0.0001933687,0.0003163051,0.0004739155,0.0002783928,0.0007254709,0.0001609916,0.0002801359,0.003079153],"category_scores_gemma":[0.00507362,0.00007031855,0.0004251099,0.0003727111,0.0003962218,0.0004234684,0.0004287801,0.0003671036,0.000334474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709365,"about_ca_system_score_gemma":0.0001443388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003619658,"about_ca_topic_score_gemma":0.0007383265,"domain_scores_codex":[0.9989669,0.0005213214,0.00008259364,0.00005065685,0.0002760557,0.0001023916],"domain_scores_gemma":[0.9972317,0.0009357082,0.001142026,0.00004391203,0.0003177157,0.0003288732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00119902,0.0002939704,0.896826,0.0003758992,0.0002590724,0.003772859,0.003086163,0.000651425,0.002882386,0.0001528174,0.001449475,0.08905096],"study_design_scores_gemma":[0.0000551589,0.003507309,0.9596052,0.000163314,0.0002409012,0.02413051,0.006556456,0.0007246433,0.0019158,0.0002623728,0.002773781,0.00006448507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953949,0.001855745,0.0001511826,0.0002794714,0.00002282543,0.000008767868,0.0001114543,0.000004762941,0.002171052],"genre_scores_gemma":[0.999178,0.0004565397,0.00007721386,0.00005407042,0.00001795559,0.00000383932,0.00005165935,0.000001728719,0.0001588697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003079153,"threshold_uncertainty_score":0.01030076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899409705412711,"score_gpt":0.2343123666111959,"score_spread":0.2153182695570688,"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."}}