{"id":"W6923347111","doi":"10.1371/journal.pone.0293558.s009","title":"The search strategy.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Cochrane Library; MEDLINE; Computed tomography; Meta-analysis; Psychological intervention","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":[0.011344,0.004172756,0.01411034,0.03426189,0.001692288,0.00621223,0.005038221,0.005059019,0.42259],"category_scores_gemma":[0.05517199,0.002112615,0.005985744,0.02906771,0.001480778,0.005912929,0.004704015,0.003268299,0.07721184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0120445,"about_ca_system_score_gemma":0.0280549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349331,"about_ca_topic_score_gemma":0.01424451,"domain_scores_codex":[0.9884926,0.002777325,0.005615995,0.001273462,0.001202505,0.0006380796],"domain_scores_gemma":[0.9789368,0.01177036,0.003386904,0.0008042378,0.004243991,0.0008577665],"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":[0.001024846,0.00006737722,0.0004205485,0.7865787,0.0009032568,0.000303865,0.0005343406,0.0002668953,0.0003308614,0.003647394,0.1687623,0.03715967],"study_design_scores_gemma":[0.003464943,0.0003601212,0.001652698,0.53763,0.002790245,0.0003439824,0.0008846271,0.0003819206,0.0003423374,0.005136658,0.4468551,0.0001574666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002083411,0.04996625,0.004654245,0.007562655,0.002646908,0.239027,0.6455639,0.001479166,0.04701646],"genre_scores_gemma":[0.006735853,0.05483396,0.01276066,0.009708685,0.0006466934,0.8060632,0.07453989,0.0008482408,0.03386275],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.57741,"threshold_uncertainty_score":0.8236052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8844055760009849,"score_gpt":0.650395612040468,"score_spread":0.2340099639605169,"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."}}