{"id":"W6885945845","doi":"10.1371/journal.pone.0318074.s001","title":"PRISMA 2020 checklist.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Systematic review; MEDLINE; Modalities; Visual search; Randomized controlled trial; Cohort","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04745925,0.004359299,0.0107477,0.01412431,0.002394252,0.007573875,0.009216526,0.004380011,0.2962921],"category_scores_gemma":[0.1255759,0.004473055,0.01569957,0.01380574,0.002864699,0.005541082,0.007151651,0.00639345,0.02864987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009047304,"about_ca_system_score_gemma":0.03452482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112207,"about_ca_topic_score_gemma":0.01385332,"domain_scores_codex":[0.957919,0.01659563,0.0173665,0.002948641,0.004031493,0.001138795],"domain_scores_gemma":[0.8896358,0.06516535,0.01517619,0.006609874,0.02206381,0.001349089],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00116992,0.00007749742,0.0003830469,0.6630016,0.001533628,0.0001337847,0.0005550044,0.0005827306,0.0003914099,0.007154668,0.2989314,0.02608531],"study_design_scores_gemma":[0.009156751,0.000394133,0.005223084,0.3349657,0.003966081,0.0005353286,0.001431449,0.002225918,0.0009475746,0.02331952,0.6173792,0.0004553004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.00116556,0.01103412,0.01296346,0.0115419,0.005998844,0.2950294,0.6412054,0.007441098,0.01362031],"genre_scores_gemma":[0.002874715,0.004963378,0.06039627,0.002716382,0.0003524479,0.8776096,0.04263689,0.0009900501,0.007460324],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9525408,"threshold_uncertainty_score":0.9911958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631536641161708,"score_gpt":0.3687973414360284,"score_spread":0.3324819750244113,"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."}}