{"id":"W4378379320","doi":"10.52403/ijshr.20230233","title":"Functional Outcome in Osteosarcoma","year":2023,"lang":"en","type":"article","venue":"International Journal of Science and Healthcare Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteosarcoma; Outcome (game theory); Scoring system; Medicine; Physical therapy; Physical medicine and rehabilitation; Surgery; Pathology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007295092,0.0002966668,0.0003951022,0.001056353,0.0003825385,0.0004554865,0.0001840689,0.0003356106,0.001728242],"category_scores_gemma":[0.001878506,0.00006176135,0.0004983976,0.000852561,0.000360305,0.0003550847,0.0005642147,0.0002896379,0.0002575434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973576,"about_ca_system_score_gemma":0.0003695731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234479,"about_ca_topic_score_gemma":0.003595138,"domain_scores_codex":[0.9994608,0.0001104301,0.00008596182,0.00005240783,0.0001577249,0.0001327474],"domain_scores_gemma":[0.9992372,0.00008699855,0.0003142133,0.00001809439,0.0001704543,0.0001729943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003818861,0.0001351277,0.9747785,0.0001113773,0.0001068002,0.0005163664,0.0001995191,0.0002686208,0.0006144675,0.0001078516,0.0004647503,0.02231477],"study_design_scores_gemma":[0.00001292262,0.0005177012,0.9961881,0.0000520361,0.00007850962,0.001382612,0.0003096812,0.0001732584,0.0001326493,0.0001822276,0.0009602198,0.00001002495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927539,0.002985679,0.0001425829,0.000194653,0.00003207325,0.00001809519,0.0005485255,0.000006251973,0.003318224],"genre_scores_gemma":[0.9989021,0.0003394247,0.00003127964,0.00003031827,0.00001407117,0.000009008431,0.0004241828,0.000001155968,0.0002485523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00234479,"threshold_uncertainty_score":0.005781531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3056263941066149,"score_gpt":0.5322296830435209,"score_spread":0.226603288936906,"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."}}