{"id":"W2513771150","doi":"10.1142/s2424835516500375","title":"Surfing Behind a Boat: Quality and Reliability of Online Resources on Scaphoid Fractures","year":2016,"lang":"en","type":"article","venue":"The Journal of Hand Surgery (Asian-Pacific Volume)","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua; University of Waterloo","funders":"","keywords":"Medicine; Benchmark (surveying); Quality (philosophy); Reliability (semiconductor); The Internet; Family medicine; World Wide Web; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.01962393,0.0002334312,0.0008700901,0.0002789622,0.0009813644,0.00003059904,0.0003088697,0.0002398245,0.0007990639],"category_scores_gemma":[0.005103217,0.0001130956,0.0002221063,0.0002205288,0.000443187,0.0009174103,0.00008642996,0.0009529852,0.0000233595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250638,"about_ca_system_score_gemma":0.0005877697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426729,"about_ca_topic_score_gemma":0.00005648605,"domain_scores_codex":[0.9915522,0.003326612,0.003735248,0.0001992581,0.0006794179,0.0005072825],"domain_scores_gemma":[0.9887193,0.006209282,0.003259098,0.0006462674,0.0008560442,0.0003099417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004954553,0.0004148453,0.849927,0.0009961122,0.00006115554,0.000004556517,0.03303714,0.000009385697,0.001485468,0.00004122382,0.03083402,0.07823455],"study_design_scores_gemma":[0.0009202806,0.0001807812,0.8844367,0.00156669,0.00003547323,0.00001908718,0.00884007,0.00004819022,0.0006534838,0.0009635113,0.1021356,0.0002000884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851269,0.0004365798,0.0005604546,0.01050089,0.0007510196,0.0003129998,0.0001702395,0.0000187162,0.002122179],"genre_scores_gemma":[0.9971475,0.0004735922,0.0002061546,0.0009782838,0.0003281755,0.000003801481,0.000005291876,0.00001653186,0.0008406774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07803446,"threshold_uncertainty_score":0.874919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740517214544957,"score_gpt":0.3987138906344629,"score_spread":0.3513087184890133,"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."}}