{"id":"W4396235064","doi":"10.2196/50698","title":"Online Visibility and Scientific Relevance of Strabismus Research: Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Visibility; Computer science; Data science; Information retrieval; Psychology; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01488783,0.0004617669,0.001453045,0.06946281,0.001048715,0.004723747,0.0007665232,0.0009028225,0.002449338],"category_scores_gemma":[0.107373,0.0002131788,0.001676761,0.08427896,0.0009765374,0.003045027,0.002643404,0.0005466098,0.0005058219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482034,"about_ca_system_score_gemma":0.002133018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814188,"about_ca_topic_score_gemma":0.002049121,"domain_scores_codex":[0.9822608,0.004594059,0.003649814,0.001172736,0.007878077,0.0004444389],"domain_scores_gemma":[0.8483806,0.08990937,0.0419949,0.004977388,0.01247099,0.002266668],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002114161,0.0001440195,0.9128214,0.002485323,0.001372458,0.0002367746,0.001398981,0.001443584,0.0008920095,0.001455493,0.001817948,0.07572064],"study_design_scores_gemma":[0.00003223342,0.0001819656,0.9756021,0.0004817443,0.0008535738,0.001003092,0.001871295,0.006898928,0.001058722,0.004033461,0.007909966,0.00007283684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517493,0.01660854,0.007145567,0.001374668,0.0001272857,0.0004236785,0.007038852,0.0002424926,0.01528968],"genre_scores_gemma":[0.9892994,0.003185774,0.004236532,0.00006180682,0.0002964544,0.0002139866,0.002106876,0.0000249233,0.0005741681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9851122,"threshold_uncertainty_score":0.07873535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3436265615179407,"score_gpt":0.6689214488512418,"score_spread":0.3252948873333011,"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."}}