{"id":"W2909946637","doi":"10.1002/cncr.31922","title":"Risk‐stratified surveillance in dermatofibrosarcoma protuberans: Less is more","year":2019,"lang":"en","type":"letter","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Dermatofibrosarcoma protuberans; Medicine; Dermatofibrosarcoma; Dermatology; Sarcoma; Intensive care medicine; Pathology","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":[0.002468809,0.0004610201,0.0009776368,0.000562035,0.001644005,0.002128782,0.000862551,0.01565249,0.003637049],"category_scores_gemma":[0.01558927,0.0003504287,0.0007668169,0.0004120818,0.001275318,0.002268657,0.000639309,0.01557456,0.002204587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002372563,"about_ca_system_score_gemma":0.00173109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285526,"about_ca_topic_score_gemma":0.004993048,"domain_scores_codex":[0.9984632,0.0005381795,0.0002401565,0.0001579434,0.0004405039,0.0001600878],"domain_scores_gemma":[0.9934136,0.003823503,0.0004937912,0.0001618183,0.001318069,0.0007891603],"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":[0.00008306224,0.00003628188,0.0008377989,0.0001038297,0.00001865728,0.001321802,0.00005788999,0.00006291461,0.0002049982,0.00113779,0.9728259,0.02330903],"study_design_scores_gemma":[0.000259593,0.0001663118,0.003076574,0.0009255077,0.00009724272,0.007584799,0.000283628,0.0005455225,0.00043308,0.009719591,0.9768331,0.00007512013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007462368,0.007908912,0.0001123399,0.9262925,0.06210712,0.0000083752,0.00003505701,0.00002625927,0.002763128],"genre_scores_gemma":[0.007899931,0.007813763,0.0002264796,0.696587,0.2831516,0.00001885392,0.00004270358,0.00002510491,0.004234625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01565249,"threshold_uncertainty_score":0.01721424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837105597408904,"score_gpt":0.3009803515703174,"score_spread":0.2726092955962284,"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."}}