{"id":"W4414332666","doi":"10.71000/vyjvmh70","title":"POSTOPERATIVE OUTCOMES OF MINIMALLY INVASIVE VERSUS OPEN CRANIOTOMY IN PATIENTS WITH INTRACRANIAL TUMORS: A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"review","venue":"Insights-Journal of Health and Rehabilitation","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craniotomy; Perioperative; Cochrane Library; Randomized controlled trial; Observational study; Meta-analysis; Blood loss","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":[0.006257105,0.001225128,0.008822894,0.005265196,0.0004645202,0.002156148,0.001538869,0.001497763,0.002523615],"category_scores_gemma":[0.03631676,0.0007925621,0.008385857,0.00602089,0.0008697705,0.00147972,0.000987983,0.001015615,0.0001430443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002613389,"about_ca_system_score_gemma":0.006635959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005246523,"about_ca_topic_score_gemma":0.01291051,"domain_scores_codex":[0.9925137,0.002486284,0.003020154,0.0005732754,0.001235182,0.0001713476],"domain_scores_gemma":[0.9719778,0.01945308,0.006433531,0.0003135178,0.001563878,0.000258231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005153597,0.00002111402,0.001289261,0.960222,0.0178909,0.00006112232,0.0001082836,0.00007612529,0.00009947641,0.00008582978,0.0004595156,0.01917105],"study_design_scores_gemma":[0.001092088,0.0007530666,0.01208767,0.7432555,0.233479,0.0004986331,0.0003465915,0.0001657019,0.0003036344,0.0002635396,0.00769594,0.00005869337],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003343896,0.9955602,0.0001106545,0.0001360835,0.00006206542,0.0002913927,0.0003140974,0.000006179312,0.0001754293],"genre_scores_gemma":[0.06426793,0.9329426,0.0008065008,0.0004919373,0.0001168189,0.0009220113,0.0003502899,0.000007135439,0.00009485871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008822894,"threshold_uncertainty_score":0.03309113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286326127072533,"score_gpt":0.3534996445782911,"score_spread":0.3306363833075658,"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."}}