{"id":"W6920808812","doi":"10.6084/m9.figshare.23564787","title":"Additional file 2 of HPV self-sampling versus healthcare provider collection on the effect of cervical cancer screening uptake and costs in LMIC: a systematic review and meta-analysis","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McGill University","funders":"","keywords":"Cervical cancer; Health care; Cervical cancer screening; Cervical screening; Cancer screening; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00490802,0.001709548,0.004171149,0.003492311,0.0006230753,0.001856031,0.001904196,0.001828985,0.7475925],"category_scores_gemma":[0.06770173,0.001251165,0.007087178,0.006620706,0.0003921885,0.003354649,0.001389905,0.001237797,0.02460936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673209,"about_ca_system_score_gemma":0.003066313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007786391,"about_ca_topic_score_gemma":0.01658039,"domain_scores_codex":[0.99744,0.000710947,0.0007304949,0.0004218227,0.0004518403,0.0002448436],"domain_scores_gemma":[0.9663796,0.02618062,0.0041959,0.0008444557,0.002036372,0.0003630314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005577199,0.0001290779,0.005605354,0.6396063,0.00901786,0.0001824066,0.0002341886,0.001329572,0.0004414053,0.002471204,0.3192071,0.01619827],"study_design_scores_gemma":[0.130036,0.002934401,0.08185448,0.2615161,0.06381969,0.001517467,0.0009900957,0.007906546,0.001845987,0.02158162,0.4252199,0.0007777659],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001002734,0.001658901,0.0006198589,0.0004007707,0.000145042,0.001629869,0.9930403,0.0002504035,0.001252094],"genre_scores_gemma":[0.09949888,0.008611597,0.02049805,0.005294644,0.001159896,0.1156293,0.6974763,0.001439702,0.05039165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7475925,"threshold_uncertainty_score":0.3600286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.173197210087722,"score_gpt":0.4033666310468631,"score_spread":0.2301694209591411,"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."}}