{"id":"W2409157911","doi":"10.2310/7070.2008.oa0169","title":"Head and neck osteosarcoma in adults: the province of alberta experience over 26 years.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Gynecology; Head and neck; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002172215,0.0002750092,0.0002127129,0.0006242141,0.001196292,0.0005340623,0.0003644476,0.0002592791,0.0009703328],"category_scores_gemma":[0.0005305123,0.000200482,0.0001672218,0.001443096,0.0005530393,0.0002185926,0.0004560815,0.0003130155,0.000168744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004499123,"about_ca_system_score_gemma":0.004946399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8458791,"about_ca_topic_score_gemma":0.9288591,"domain_scores_codex":[0.9996735,0.00001678127,0.00001609652,0.00003810272,0.0001293511,0.0001262845],"domain_scores_gemma":[0.9995432,0.00002445247,0.0001687999,0.00001255935,0.0001177475,0.0001333195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003580597,0.00002097584,0.9924399,0.00001817884,0.00001361332,0.001206361,0.0006684102,0.0000695793,0.000298245,0.00002914558,0.0004136268,0.004786069],"study_design_scores_gemma":[0.000005846255,0.0000666842,0.9922898,0.00002819679,0.00002174949,0.002903403,0.002429898,0.00008653963,0.00009571329,0.00002248536,0.002042369,0.000007212423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968901,0.0009377797,0.00006532983,0.0001398782,0.00001018232,0.00001468896,0.000367388,0.000004692922,0.001569951],"genre_scores_gemma":[0.9978299,0.0008872114,0.0000805286,0.00006951016,0.000009599342,0.000004548085,0.0003560816,0.000002009732,0.0007606167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1541209,"threshold_uncertainty_score":0.3100571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778037706052884,"score_gpt":0.2459670063578372,"score_spread":0.2281866292973084,"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."}}