{"id":"W4385200592","doi":"10.3390/curroncol30070511","title":"The Prognostic Value of Serum Biomarkers for Survival of Children with Osteosarcoma of the Extremities","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteosarcoma; Medicine; Value (mathematics); Oncology; Internal medicine; Pathology; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006251984,0.0003155963,0.0002859197,0.0006596269,0.0001842903,0.0004250458,0.0002165368,0.0002954804,0.0008893564],"category_scores_gemma":[0.002727273,0.000147498,0.0003883122,0.0007642421,0.0002451457,0.0003786881,0.0002616741,0.0005410876,0.0001422185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890751,"about_ca_system_score_gemma":0.0003942592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459905,"about_ca_topic_score_gemma":0.001373255,"domain_scores_codex":[0.9997241,0.00006394121,0.00003709708,0.00004802733,0.00006246728,0.00006443644],"domain_scores_gemma":[0.9976044,0.0005668693,0.001283495,0.00008272559,0.0002072747,0.0002551393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000522251,0.000003736211,0.9990268,0.000003995976,0.00001329246,0.00003910547,0.000006880068,0.00003951315,0.00007177166,0.000005068828,0.00002860453,0.000709037],"study_design_scores_gemma":[0.000004414256,0.00008962864,0.9983745,0.000009385796,0.00004424297,0.0007173547,0.00006131578,0.0002627407,0.0001918264,0.00002337084,0.0002178974,0.000003248666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980549,0.001269727,0.0001423074,0.00004797266,0.000007813358,0.000003024214,0.0002708371,0.000005089197,0.0001984687],"genre_scores_gemma":[0.9993889,0.0001984313,0.0001158747,0.000007920814,0.000007586829,0.000003063366,0.0002400827,0.000001381146,0.00003665797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001459905,"threshold_uncertainty_score":0.003306389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05548949538793942,"score_gpt":0.3496513671047418,"score_spread":0.2941618717168024,"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."}}