{"id":"W4321749069","doi":"10.1097/bsd.0000000000001432","title":"Primary Sarcomas of the Spine","year":2023,"lang":"en","type":"review","venue":"Clinical Spine Surgery A Spine Publication","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"SPINE (molecular biology); Medicine; Sarcoma; Primary (astronomy); MEDLINE; Bioinformatics; Pathology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002684077,0.0006583197,0.004580519,0.000501557,0.0001061947,0.00004867123,0.0005177906,0.0006755762,0.00019814],"category_scores_gemma":[0.007113807,0.0003939739,0.003875008,0.002556634,0.0003253796,0.0001193716,0.0004387686,0.0008569658,0.0003678098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632158,"about_ca_system_score_gemma":0.001564319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002513332,"about_ca_topic_score_gemma":0.000005291739,"domain_scores_codex":[0.9930907,0.0005017662,0.004109905,0.001009241,0.0007615584,0.0005268607],"domain_scores_gemma":[0.9935651,0.000768639,0.002419353,0.002305012,0.0005779619,0.0003639375],"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":[0.000005518169,0.001642971,0.004538273,0.01087305,0.0006659348,0.00001880384,0.000001995485,4.571469e-8,5.577934e-7,0.0004689836,0.02906888,0.952715],"study_design_scores_gemma":[0.0004325427,0.0001128834,0.1861271,0.01161027,0.001876477,0.00005702734,0.00000110794,0.000003415631,0.000002467559,0.00003175086,0.7994779,0.0002671074],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000205238,0.9870263,0.00001885295,0.007275512,0.001304425,0.002730962,0.00006629815,0.0002450763,0.001127319],"genre_scores_gemma":[0.00005423457,0.9911998,0.000394233,0.0008461263,0.001221728,0.0008232973,0.002463383,0.0001583979,0.00283878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9524479,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2102670477492068,"score_gpt":0.4365955003990768,"score_spread":0.22632845264987,"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."}}