{"id":"W6885876940","doi":"10.1371/journal.pone.0294809.s007","title":"PICO analysis.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Perioperative; Ileus; Bladder cancer; Blood loss; Complication; Urinary diversion; Incidence (geometry)","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":[0.01216142,0.001580183,0.004093322,0.00918646,0.0006816579,0.00415302,0.002508426,0.001096284,0.3505115],"category_scores_gemma":[0.06981378,0.001029568,0.006259165,0.01137603,0.0006687737,0.0024919,0.004351208,0.002346892,0.04095289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246015,"about_ca_system_score_gemma":0.008805102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006257437,"about_ca_topic_score_gemma":0.005313188,"domain_scores_codex":[0.9860882,0.006635107,0.002591492,0.001651194,0.002439259,0.0005947064],"domain_scores_gemma":[0.9725941,0.01743329,0.003055614,0.002130514,0.00401355,0.0007728323],"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":[0.003429878,0.0001325868,0.005257302,0.08434423,0.005141478,0.0002152632,0.0007212288,0.001299396,0.000215206,0.01899306,0.6095247,0.2707257],"study_design_scores_gemma":[0.001173421,0.0003256779,0.009827617,0.02203757,0.003775381,0.0002571989,0.0005298784,0.001695796,0.0003604544,0.01923035,0.9406595,0.0001270548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.006977055,0.03835332,0.04700136,0.0102834,0.008864187,0.02768843,0.6527583,0.02512781,0.1829461],"genre_scores_gemma":[0.1131429,0.05051935,0.229007,0.013894,0.004307975,0.2022606,0.2351555,0.03036262,0.1213501],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3505115,"threshold_uncertainty_score":0.9264165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.059332427288903,"score_gpt":0.3280415258523643,"score_spread":0.2687090985634614,"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."}}