{"id":"W4406545302","doi":"10.1016/s1553-3212(11)70010-3","title":"10.1016/s1553-3212(11)70010-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Meningioma; Medicine; Surgery","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":[0.00116827,0.003231013,0.001939027,0.003296482,0.002513927,0.003068948,0.003360409,0.007275099,0.9875245],"category_scores_gemma":[0.001719759,0.0009675854,0.001648225,0.002148521,0.001903338,0.005743236,0.003483916,0.003229362,0.9909491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277284,"about_ca_system_score_gemma":0.001270684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279472,"about_ca_topic_score_gemma":0.003951744,"domain_scores_codex":[0.9992306,0.00005385408,0.0000826152,0.0002561736,0.0001944559,0.0001822719],"domain_scores_gemma":[0.9977584,0.0006462862,0.000157433,0.0002029681,0.0003649192,0.0008698889],"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":[0.0005922812,0.0004057355,0.001243814,0.0008024198,0.00004729893,0.0005636002,0.0001154286,0.0006761758,0.002079441,0.004777742,0.3459665,0.6427295],"study_design_scores_gemma":[0.0001258327,0.0002277177,0.001280012,0.0005128624,0.00002151813,0.0009046979,0.0001526858,0.0003388481,0.0005628025,0.001052442,0.9947817,0.00003886692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005952639,0.0005735936,0.0005949463,0.0005415328,0.000336545,0.0001280014,0.0007434528,0.0007202625,0.9957664],"genre_scores_gemma":[0.0007577941,0.0002769302,0.0003918399,0.0003705923,0.000108216,0.00007808524,0.0004263936,0.0001399989,0.9974502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01247549,"threshold_uncertainty_score":0.01779467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008486116084241746,"score_gpt":0.1923417026191527,"score_spread":0.183855586534911,"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."}}