{"id":"W4210252983","doi":"10.2196/preprints.12225","title":"How Do Publicly Available Allergy-Specific Web-Based Training Programs Conform to the Established Criteria for the Reporting, Methods, and Content of Evidence-Based (Digital) Health Information and Education: Thematic Content Evaluation (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Health care; Medicine; Medical education; Web application; World Wide Web; Computer science; Psychology","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":["metaresearch"],"category_scores_codex":[0.4843609,0.0009774086,0.003753079,0.00910453,0.002609795,0.01070517,0.002974734,0.002919949,0.003766931],"category_scores_gemma":[0.6423663,0.001545608,0.006209773,0.01232463,0.005591566,0.01154051,0.007438167,0.002065938,0.001248205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01423272,"about_ca_system_score_gemma":0.04325904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008336204,"about_ca_topic_score_gemma":0.01203465,"domain_scores_codex":[0.4597946,0.3358601,0.1313356,0.009545184,0.05751037,0.005954193],"domain_scores_gemma":[0.3158371,0.4311207,0.08171904,0.03863717,0.1284618,0.004224189],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006545835,0.003935202,0.1137273,0.1395489,0.008412849,0.000202937,0.1001221,0.002633311,0.002391516,0.01467896,0.0317695,0.5760316],"study_design_scores_gemma":[0.0131715,0.009854773,0.4624175,0.1797166,0.01201067,0.0002976456,0.06690275,0.01063063,0.01357741,0.01543164,0.2147554,0.001233535],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3109426,0.01649849,0.07313108,0.0165733,0.001812133,0.5278382,0.02449236,0.0007845082,0.02792737],"genre_scores_gemma":[0.4885454,0.00302034,0.08553383,0.002373723,0.000240802,0.4155041,0.003634569,0.0002483512,0.0008988882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5156391,"threshold_uncertainty_score":0.6358748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6544705043876892,"score_gpt":0.4987873618726661,"score_spread":0.155683142515023,"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."}}