{"id":"W4281999961","doi":"10.1097/md.0000000000029471","title":"Malignant giant cell tumor of toe","year":2022,"lang":"en","type":"review","venue":"Medicine","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Soft tissue; Biopsy; Amputation; Magnetic resonance imaging; Metastasis; Surgical margin; Giant cell; Radiology; Resection; Surgery; Pathology; Cancer; Internal 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":[0.0001578737,0.0004811878,0.0006696472,0.002182249,0.0002302354,0.0006198777,0.0004167765,0.0006197763,0.002387787],"category_scores_gemma":[0.0005896192,0.0001423679,0.0003293753,0.001425093,0.0003403873,0.0005468125,0.0002628235,0.0005954607,0.0008506609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667413,"about_ca_system_score_gemma":0.0008068318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723567,"about_ca_topic_score_gemma":0.002551456,"domain_scores_codex":[0.9998803,0.0000158316,0.00002101595,0.00002481698,0.00004366395,0.00001441082],"domain_scores_gemma":[0.9998115,0.00007701027,0.00004760818,0.000007686018,0.00003632047,0.00002000397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001050802,0.00006876908,0.003487107,0.02698126,0.0002613713,0.05128405,0.000255729,0.0006432994,0.00635495,0.002820462,0.0652931,0.8424448],"study_design_scores_gemma":[0.00004397098,0.0000830024,0.006984982,0.008746546,0.00029041,0.4169825,0.0002405704,0.000194623,0.002093682,0.002343437,0.5619568,0.00003951295],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001772398,0.9935588,0.0002306502,0.0006245137,0.0003813464,0.000008155485,0.00005399495,0.00002311612,0.003347003],"genre_scores_gemma":[0.03145142,0.964605,0.0003522667,0.0008211547,0.0008347349,0.000007544324,0.0001544383,0.000006440116,0.001766963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002387787,"threshold_uncertainty_score":0.007987976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08008044484300789,"score_gpt":0.3486017425716041,"score_spread":0.2685212977285962,"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."}}