{"id":"W6904564058","doi":"10.1371/journal.pone.0301443.s002","title":"PROSPERO registration document.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Risk factor; Cohort; Protocol (science); Cochrane Library; Cohort study; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05490883,0.002773254,0.009267116,0.01516249,0.003653641,0.008541112,0.005543607,0.008960009,0.3080874],"category_scores_gemma":[0.1167583,0.002586743,0.006779572,0.01764417,0.002283531,0.007950809,0.003916682,0.008137788,0.07115197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008902952,"about_ca_system_score_gemma":0.05463488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009035663,"about_ca_topic_score_gemma":0.009125866,"domain_scores_codex":[0.9635087,0.01175264,0.01285895,0.003712875,0.006574973,0.001591829],"domain_scores_gemma":[0.9215385,0.02285405,0.01125531,0.009785655,0.0307797,0.00378682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002764176,0.0002035912,0.0003653375,0.4350505,0.0008736769,0.0002122534,0.0003419304,0.000209065,0.0002621023,0.0140246,0.4594329,0.08625984],"study_design_scores_gemma":[0.008115462,0.0003874562,0.002096343,0.2762399,0.0009898962,0.0002288098,0.0004661802,0.0002591036,0.0003535751,0.008439779,0.7022956,0.0001278285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.001617625,0.05184696,0.00609595,0.01849838,0.0195257,0.3617562,0.4170342,0.001583712,0.1220413],"genre_scores_gemma":[0.01071263,0.05700487,0.03347373,0.01392029,0.003121471,0.6660426,0.1347837,0.001419971,0.07952081],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3080874,"threshold_uncertainty_score":0.9869294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275112991045061,"score_gpt":0.3060525418677037,"score_spread":0.2733014119572531,"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."}}