{"id":"W4403881509","doi":"10.2196/59395","title":"Trends in Exercise-Related Internet Search Keywords by Sex, Age, and Lifestyle: Infodemiological Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; The Internet; Psychology; Gerontology; Medicine; World Wide Web; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0006479911,0.0002221716,0.0004239421,0.005816142,0.0002595809,0.0008289326,0.0003422641,0.0004285404,0.002229265],"category_scores_gemma":[0.003525138,0.0001546188,0.0008010807,0.007648255,0.0001687802,0.001324263,0.0005744376,0.0003408293,0.0005557903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003761691,"about_ca_system_score_gemma":0.0004560681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007086182,"about_ca_topic_score_gemma":0.01318899,"domain_scores_codex":[0.9992762,0.00009360207,0.0001971338,0.0001785341,0.0001474912,0.0001070322],"domain_scores_gemma":[0.9954922,0.001039905,0.002261874,0.0001122674,0.0006852649,0.0004084731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001543626,0.00003065871,0.9933568,0.0003007351,0.0001202191,0.0001015632,0.0002699783,0.00003006426,0.000301936,0.00003408579,0.0007482448,0.004551293],"study_design_scores_gemma":[0.000004962764,0.00005517013,0.9977511,0.00004418323,0.00006934186,0.0003132201,0.0006342362,0.0002178457,0.00009479148,0.00001464612,0.0007945874,0.00000587583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828374,0.002732922,0.0001267049,0.0001793031,0.00001451422,0.00003610777,0.01264582,0.00002537407,0.001401723],"genre_scores_gemma":[0.9897854,0.001157297,0.0002423384,0.000107234,0.0000341498,0.00006949969,0.007840659,0.00001298491,0.0007505624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007086182,"threshold_uncertainty_score":0.01408988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409768164374973,"score_gpt":0.5672393290591561,"score_spread":0.4262625126216587,"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."}}