{"id":"W2059450892","doi":"10.1111/j.1471-1842.2007.00762.x","title":"The information trail of the ‘Freshman 15’—a systematic review of a health myth within the research and popular literature","year":2008,"lang":"en","type":"review","venue":"Health Information & Libraries Journal","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Newspaper; Timeline; Medical education; Weight gain; College health; Construct (python library); Peer review; Mass media; Psychology; Medicine; Advertising; Media studies; Sociology; Family medicine; Body weight; Political science; Computer science","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":[0.06591728,0.0008628721,0.004288481,0.03740138,0.001888818,0.007518498,0.001989974,0.002543148,0.005401507],"category_scores_gemma":[0.2124938,0.001449434,0.002750297,0.02773588,0.004331685,0.008986929,0.003787078,0.001762144,0.000541751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009491046,"about_ca_system_score_gemma":0.04563915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02756955,"about_ca_topic_score_gemma":0.08362099,"domain_scores_codex":[0.9498441,0.02060155,0.01632703,0.002611222,0.009796477,0.0008196475],"domain_scores_gemma":[0.6370375,0.2526542,0.0561173,0.007907953,0.04291103,0.003372028],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004349047,0.00006400252,0.008864296,0.8085032,0.003738129,0.0001866677,0.01341646,0.00005307442,0.0003002352,0.001767367,0.01604553,0.1466261],"study_design_scores_gemma":[0.0001128048,0.0002218684,0.01427677,0.9231025,0.007524175,0.000304407,0.007032049,0.00006019334,0.0002123379,0.0006442658,0.04644336,0.00006520057],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01174465,0.9746294,0.0006068848,0.006565601,0.0008919242,0.001803275,0.001987549,0.00003392031,0.001736758],"genre_scores_gemma":[0.1512126,0.8227519,0.005704165,0.01074271,0.001133463,0.004432121,0.002598103,0.00005890852,0.001366007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9340827,"threshold_uncertainty_score":0.3486081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526845534486233,"score_gpt":0.4786381919696375,"score_spread":0.3259536385210142,"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."}}