{"id":"W6923413714","doi":"10.1371/journal.pone.0292800.s002","title":"Search string.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quantitative sensory testing; Randomized controlled trial; Response bias; Systematic review; Sensory system; Sensory threshold; Pathological","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":["insufficient_payload"],"category_scores_codex":[0.00348194,0.003159085,0.008881385,0.02802219,0.001349777,0.005669583,0.005083335,0.004695396,0.7066045],"category_scores_gemma":[0.02690534,0.001248758,0.003751771,0.02755107,0.00106722,0.005825922,0.005095936,0.002630669,0.2294956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00692907,"about_ca_system_score_gemma":0.01352829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029138,"about_ca_topic_score_gemma":0.009930805,"domain_scores_codex":[0.9953812,0.0009557877,0.002070916,0.000614598,0.0006823525,0.000295033],"domain_scores_gemma":[0.9874741,0.007053669,0.001908102,0.000376332,0.002589436,0.000598515],"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":[0.0004635092,0.00006881957,0.0005358855,0.4233968,0.0004481191,0.0003801293,0.0003108358,0.0003146577,0.0003366309,0.00458979,0.4963218,0.07283296],"study_design_scores_gemma":[0.001581011,0.0002118809,0.002554712,0.2065598,0.0009421257,0.0006855862,0.0004698654,0.0005346645,0.0003722528,0.008050337,0.7778801,0.0001575679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001082366,0.03259703,0.002132228,0.007502908,0.001171925,0.01688373,0.8291605,0.002304204,0.1071652],"genre_scores_gemma":[0.01617963,0.1399039,0.02159523,0.01900753,0.001700995,0.1300002,0.4930159,0.003777023,0.1748196],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2933955,"threshold_uncertainty_score":0.4184931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07037959815064862,"score_gpt":0.3375749393037638,"score_spread":0.2671953411531152,"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."}}