{"id":"W1607084738","doi":"10.1177/120347540100500104","title":"Changes in Patient Perception and Behavior following Mohs Micrographic Surgery","year":2001,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Mohs surgery; Skin cancer; Anxiety; Surgery; Cancer; Dermatology; Physical therapy; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006237357,0.0001759291,0.0009403828,0.0008448432,0.00006094241,0.000009832248,0.00002429568,0.00008166759,0.00005443743],"category_scores_gemma":[0.0002912612,0.0001279543,0.0001563387,0.0002915291,0.0001394402,0.0000740343,0.00002010672,0.0002530632,5.339689e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006182118,"about_ca_system_score_gemma":0.00006734583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007211916,"about_ca_topic_score_gemma":0.0001169953,"domain_scores_codex":[0.998485,0.0000635674,0.0006406974,0.0001637161,0.0003851189,0.000261902],"domain_scores_gemma":[0.9985012,0.0008330446,0.0002798112,0.0001009992,0.00009710945,0.0001877866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000265024,0.0001311269,0.8721528,0.00007784333,0.00007834609,0.01914182,0.001173723,1.397295e-7,0.002168407,3.400775e-7,0.002850137,0.1019603],"study_design_scores_gemma":[0.0009375883,0.001117979,0.8940272,0.002614692,0.000615846,0.08513463,0.004619398,0.000006444508,0.00009837862,0.00003317202,0.01055697,0.0002376488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813253,0.01261114,0.000003630584,0.005179724,0.0006345714,0.0001286766,7.034412e-7,0.000007969312,0.0001083238],"genre_scores_gemma":[0.9673064,0.03115655,0.00007327287,0.0009386324,0.0004571328,0.000006349998,0.000002349726,0.00001873951,0.00004055171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017226,"threshold_uncertainty_score":0.5217825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778380686532154,"score_gpt":0.2776109045639182,"score_spread":0.2498270976985967,"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."}}