{"id":"W4406572823","doi":"10.1016/s1879-8551(19)30263-5","title":"10.1016/s1879-8551(19)30263-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009678907,0.002800518,0.001807882,0.003025356,0.002181321,0.002817905,0.002865249,0.00572578,0.9852942],"category_scores_gemma":[0.001595463,0.0008015591,0.001621377,0.002101685,0.001623042,0.00496293,0.003462736,0.003001434,0.9878994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052422,"about_ca_system_score_gemma":0.001163908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387831,"about_ca_topic_score_gemma":0.00330499,"domain_scores_codex":[0.9992716,0.00005482766,0.00008286684,0.000216193,0.0002045339,0.0001699127],"domain_scores_gemma":[0.9977447,0.0006503053,0.0001481903,0.000200503,0.0003874561,0.0008687929],"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":[0.0005329547,0.0003705245,0.001156193,0.0007513501,0.0000473733,0.00045145,0.00009097057,0.000508403,0.001679317,0.004177252,0.3128249,0.6774094],"study_design_scores_gemma":[0.0001286517,0.0002414733,0.001526311,0.0005281246,0.00002387059,0.001046085,0.0001285215,0.0002680647,0.0005184512,0.001095484,0.9944566,0.00003829571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005635711,0.0006784218,0.0004763969,0.0004863082,0.0003633716,0.0001023938,0.0005717343,0.0006341172,0.9961236],"genre_scores_gemma":[0.0009803143,0.0003941167,0.0004546784,0.0004067124,0.0001597779,0.00007307058,0.0004589132,0.000154485,0.9969181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01470578,"threshold_uncertainty_score":0.02097595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009857325794090998,"score_gpt":0.199313904613645,"score_spread":0.189456578819554,"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."}}