{"id":"W2783666664","doi":"10.1097/sap.0000000000001282","title":"Optimizing Radiotherapy for Keloids","year":2018,"lang":"en","type":"letter","venue":"Annals of Plastic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Medical physics; Surgery","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":[0.0006425428,0.000184851,0.000341576,0.0003807489,0.0006629644,0.0008337883,0.0004070351,0.001603948,0.006057634],"category_scores_gemma":[0.004157511,0.0001293549,0.0004484676,0.0002173976,0.0004091934,0.001022272,0.0005690701,0.003495311,0.002248233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163298,"about_ca_system_score_gemma":0.0009466651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136994,"about_ca_topic_score_gemma":0.003067437,"domain_scores_codex":[0.9996626,0.00009776179,0.00003246122,0.00003551025,0.0001210723,0.00005062585],"domain_scores_gemma":[0.9992856,0.0003282395,0.00006752327,0.00005861731,0.0001447078,0.0001151982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000219176,0.0001812987,0.004604529,0.0005732374,0.00006393349,0.007371902,0.0003042093,0.002306743,0.005311103,0.009237516,0.5057542,0.4640722],"study_design_scores_gemma":[0.0001324533,0.0003611538,0.00772775,0.001195899,0.0001039045,0.03506077,0.0004512954,0.001556493,0.003775375,0.02506389,0.9245146,0.00005636851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02651324,0.1382745,0.01238896,0.681724,0.02020168,0.0001442483,0.0002205916,0.0004618631,0.120071],"genre_scores_gemma":[0.426912,0.1724944,0.03228462,0.2515622,0.05170045,0.0003178489,0.0003449289,0.0006071956,0.06377648],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006057634,"threshold_uncertainty_score":0.02026474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559998328153647,"score_gpt":0.3836317524135313,"score_spread":0.2276319195981666,"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."}}