{"id":"W4410170727","doi":"10.3390/curroncol32050271","title":"Drug Sensitivity Testing in Osteosarcoma: A Case Report","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Cancer Institute; National Institutes of Health; Florida Department of Health; Wallace H. Coulter Foundation; U.S. Department of Veterans Affairs","keywords":"Medicine; Osteosarcoma; Precision medicine; Clinical trial; Drug; Personalized medicine; Oncology; Methotrexate; Internal medicine; Medical physics; Intensive care medicine; Bioinformatics; Pathology; Pharmacology","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":[0.0006323945,0.003166495,0.001853438,0.004990794,0.003773913,0.002531901,0.00186946,0.009096669,0.002589733],"category_scores_gemma":[0.0046386,0.001696557,0.002198517,0.002865259,0.00331531,0.003093304,0.002898298,0.00579356,0.001311857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243583,"about_ca_system_score_gemma":0.001422534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004207233,"about_ca_topic_score_gemma":0.005074504,"domain_scores_codex":[0.9983472,0.000180245,0.0002123027,0.0004398289,0.0003588222,0.0004615872],"domain_scores_gemma":[0.9959702,0.00121621,0.0008263944,0.0003371088,0.0002936308,0.001356446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001332504,0.00003037752,0.00264985,0.00002602371,0.000006332036,0.9952715,0.0001170675,0.00009867983,0.000414117,0.000185292,0.0002117834,0.0009756596],"study_design_scores_gemma":[0.000003513263,0.00002448938,0.0009003528,0.00001571237,0.000008833093,0.9979961,0.0001012782,0.0002137845,0.0002884535,0.0001613492,0.0002794068,0.000006751294],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219325,0.0169286,0.02175043,0.01249013,0.0009970458,0.0005107162,0.0007416194,0.0006633224,0.02398557],"genre_scores_gemma":[0.9859331,0.003511018,0.005627124,0.002002305,0.00103591,0.00004223188,0.0001687612,0.0000704288,0.001608992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009096669,"threshold_uncertainty_score":0.01767331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104049903568281,"score_gpt":0.4240810795823208,"score_spread":0.3136760892254927,"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."}}