{"id":"W4400489006","doi":"10.1002/cncr.35468","title":"Current patterns of care and outcomes for dermatofibrosarcoma protuberans: An international multi‐institutional collaborative","year":2024,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Institutes of Health","keywords":"Dermatofibrosarcoma protuberans; Medicine; Dermatology; Family medicine","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":[0.003920086,0.0002271986,0.0002894524,0.002190712,0.0006879554,0.00112083,0.0006994498,0.0004312001,0.001232465],"category_scores_gemma":[0.008247627,0.0001643687,0.0003904843,0.003728068,0.0004279687,0.0006965336,0.001570923,0.0004003896,0.0001952782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564205,"about_ca_system_score_gemma":0.003410135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01602131,"about_ca_topic_score_gemma":0.02065714,"domain_scores_codex":[0.9974664,0.000726696,0.0005259936,0.0003290764,0.0005516846,0.0004000495],"domain_scores_gemma":[0.9885379,0.001071793,0.005737087,0.0005773116,0.001965411,0.002110553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002717908,0.00003568166,0.9917048,0.00002664483,0.00002625331,0.00004234611,0.0003332441,0.00006537587,0.00005358935,0.00004305454,0.0008547667,0.006787119],"study_design_scores_gemma":[0.00001144762,0.00006635486,0.9961178,0.00009842947,0.00002900264,0.000246792,0.001711526,0.00020555,0.00007743233,0.00004568124,0.001381762,0.000008183792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872579,0.002647449,0.0006635544,0.002315793,0.00004143467,0.0001384801,0.0032081,0.00004033369,0.003687055],"genre_scores_gemma":[0.9939918,0.001413262,0.0008402095,0.0002664406,0.00003233305,0.000132383,0.003016683,0.00001612941,0.0002906519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602131,"threshold_uncertainty_score":0.03185612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013780505504951,"score_gpt":0.3783984362828949,"score_spread":0.3482606312278455,"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."}}