{"id":"W6923356741","doi":"10.1371/journal.pone.0310903.s003","title":"PROSPERO registration document.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; MEDLINE; Cohort; Systematic review; Cohort study; Diabetes mellitus; Protocol (science)","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":[0.05896603,0.002859507,0.01046769,0.01439266,0.00396011,0.009109771,0.005922995,0.009012504,0.2879401],"category_scores_gemma":[0.1212805,0.002779147,0.007185418,0.01770569,0.00290877,0.008696713,0.003854748,0.008007917,0.05654093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008846315,"about_ca_system_score_gemma":0.05956976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00924385,"about_ca_topic_score_gemma":0.009245016,"domain_scores_codex":[0.9604385,0.0135066,0.01392739,0.003928976,0.006394257,0.001804267],"domain_scores_gemma":[0.9192247,0.0252003,0.01153961,0.01088447,0.02902874,0.0041223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00390299,0.0002922507,0.0004550514,0.5509225,0.001149034,0.0002870488,0.0004482228,0.0002726568,0.0003647614,0.01595348,0.3418085,0.08414341],"study_design_scores_gemma":[0.01369167,0.0005684284,0.002547449,0.3594373,0.001394131,0.0003306788,0.000633966,0.0004498857,0.0005568225,0.0108056,0.6093892,0.0001948363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001935298,0.04044174,0.006828946,0.0158865,0.01698157,0.4708121,0.3577766,0.001547813,0.08778944],"genre_scores_gemma":[0.01202688,0.04440032,0.03824924,0.01211222,0.002543984,0.728125,0.1025439,0.001172403,0.05882596],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2879401,"threshold_uncertainty_score":0.9632555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294111740981204,"score_gpt":0.3123963907281037,"score_spread":0.2794552733182917,"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."}}