{"id":"W2586759386","doi":"10.1097/sap.0000000000000989","title":"Optimizing Radiotherapy for Keloids","year":2017,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Keloid; Brachytherapy; Radiation therapy; Cochrane Library; Modalities; MEDLINE; Surgery; Nuclear medicine; Medical physics; Randomized controlled trial","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":[0.002720228,0.0004498186,0.001437302,0.002036793,0.0002277141,0.001182385,0.000716597,0.0009284657,0.003593819],"category_scores_gemma":[0.01158692,0.000291244,0.00257852,0.001957108,0.0003647175,0.001297694,0.0004196375,0.0007625195,0.000542671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008601479,"about_ca_system_score_gemma":0.001550924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149817,"about_ca_topic_score_gemma":0.002491731,"domain_scores_codex":[0.998002,0.000964184,0.0004547473,0.0001603874,0.0003685101,0.00005024685],"domain_scores_gemma":[0.9953039,0.003085506,0.00105273,0.0001022979,0.0004110939,0.00004441461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007271284,0.0001523782,0.005724192,0.2975111,0.00598638,0.0003832827,0.0002631966,0.001115509,0.002481999,0.001608471,0.008716219,0.6753302],"study_design_scores_gemma":[0.001708026,0.003708672,0.0459953,0.5232686,0.05080559,0.01195184,0.00164021,0.001102302,0.009117835,0.01005608,0.3404783,0.0001671831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002216087,0.9955919,0.0003974646,0.000494372,0.000123179,0.00003442301,0.00005982966,0.000006155934,0.001076574],"genre_scores_gemma":[0.0544813,0.9406486,0.00253818,0.001355136,0.0003191454,0.000104024,0.0001251788,0.0000113092,0.0004171242],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003593819,"threshold_uncertainty_score":0.01438606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1954831786398656,"score_gpt":0.4214989365989298,"score_spread":0.2260157579590642,"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."}}