{"id":"W2606094999","doi":"10.1186/s12889-017-4259-y","title":"The development and validation of an instrument to measure the quality of health research reports in the lay media","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Impact; McMaster University","funders":"QIMR Berghofer Medical Research Institute","keywords":"Construct validity; Face validity; Public health; Reliability (semiconductor); Content validity; Biostatistics; Quality (philosophy); Validity; Medicine; Scale (ratio); Applied psychology; Psychology; Psychometrics; Nursing; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4413408,0.00009942904,0.0003324452,0.0001509636,0.001882687,0.0005507534,0.001618691,0.00004334353,0.00001098153],"category_scores_gemma":[0.04539233,0.00004153163,0.00004034035,0.0005298954,0.0003583497,0.0002943289,0.0003002756,0.0002632071,0.000003058202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932699,"about_ca_system_score_gemma":0.004003213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567471,"about_ca_topic_score_gemma":0.0218203,"domain_scores_codex":[0.9475906,0.02555268,0.006285581,0.001181177,0.01802862,0.00136127],"domain_scores_gemma":[0.9905643,0.003795936,0.001565242,0.002551807,0.001277362,0.0002453778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004457605,0.000362849,0.3309526,0.00008688831,0.000009254072,3.396496e-7,0.04578837,0.00002048122,0.00002236867,0.007199713,0.002906834,0.6126058],"study_design_scores_gemma":[0.0001820317,0.0001422458,0.944005,0.00004319136,3.99158e-7,0.000001328851,0.01650481,0.00001571152,0.000127756,0.007033029,0.03189731,0.00004725549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772449,0.0001720287,0.0004154862,0.1201666,0.000211107,0.001230028,0.000003961321,0.000003734243,0.0005521886],"genre_scores_gemma":[0.9983169,0.00003741974,0.001066311,0.0004404933,0.00003379773,0.00007429422,0.000002538714,0.000003539893,0.00002472639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6130524,"threshold_uncertainty_score":0.9994167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7828744978122634,"score_gpt":0.5599816879127737,"score_spread":0.2228928098994897,"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."}}