{"id":"W4214515931","doi":"10.1186/s13244-022-01177-9","title":"Multiparametric MRI evaluation of bone sarcomas in children","year":2022,"lang":"en","type":"review","venue":"Insights into Imaging","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Osteosarcoma; Sarcoma; Neuroradiology; Radiology; Rhabdomyosarcoma; Magnetic resonance imaging; Bone Sarcoma; Pathology; Neurology","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":[0.0003938929,0.0005613902,0.0008331593,0.002108396,0.0001356167,0.000706844,0.0004103624,0.0006778399,0.001529065],"category_scores_gemma":[0.0009327378,0.0001860737,0.000436156,0.001381629,0.0003631678,0.0007539888,0.0003624828,0.0008299323,0.0006305931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004142531,"about_ca_system_score_gemma":0.0006571462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291074,"about_ca_topic_score_gemma":0.002172978,"domain_scores_codex":[0.9998351,0.00003568219,0.00002572082,0.00003090219,0.00005637013,0.00001610293],"domain_scores_gemma":[0.9996054,0.0002003252,0.00008113954,0.000007922809,0.00008544957,0.00001987966],"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":[0.00009035458,0.00004083135,0.00191749,0.0173563,0.000179842,0.001060559,0.0001124435,0.0004224103,0.00360558,0.001826396,0.0167248,0.956663],"study_design_scores_gemma":[0.00002997231,0.0001987459,0.01327428,0.01763989,0.000494401,0.03527275,0.0002414144,0.0003664008,0.003375082,0.002694886,0.9263521,0.00005988798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003978286,0.9978774,0.000200543,0.0002078418,0.00008714744,0.000004123132,0.00001898204,0.000006838288,0.001199262],"genre_scores_gemma":[0.003462038,0.9953708,0.0003955863,0.0001642332,0.000171062,0.00000492906,0.00003502049,0.000002408359,0.0003939422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002108396,"threshold_uncertainty_score":0.005115271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07580062420646709,"score_gpt":0.3806411050735783,"score_spread":0.3048404808671112,"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."}}