{"id":"W2757543539","doi":"10.5210/fm.v22i10.7900","title":"Exploring HIV-AIDS interests in the MENA region using Internet based searches","year":2017,"lang":"en","type":"article","venue":"First Monday","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Social media; The Internet; Scarcity; Human immunodeficiency virus (HIV); Public health; Middle East; Political science; Internet privacy; Arabic; Advertising; Business; Medicine; Computer science; World Wide Web; Family medicine; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009086746,0.0002205433,0.0002719663,0.006883761,0.0007428416,0.002622088,0.0002275086,0.0003717972,0.002277427],"category_scores_gemma":[0.006755227,0.000169096,0.0002379021,0.006484293,0.0003413282,0.00245067,0.001152881,0.0003323114,0.0003621805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005259657,"about_ca_system_score_gemma":0.000483204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224274,"about_ca_topic_score_gemma":0.02061029,"domain_scores_codex":[0.999431,0.0002996607,0.00005280093,0.00004940007,0.0001016632,0.00006550902],"domain_scores_gemma":[0.9922523,0.005165268,0.001753256,0.00009483263,0.0004648953,0.0002695647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001647553,0.0001435406,0.9281321,0.0004405903,0.0001096215,0.0006593085,0.04794301,0.0002274209,0.0007788652,0.0007187169,0.000624229,0.02005783],"study_design_scores_gemma":[0.000005980791,0.0001243823,0.8650053,0.0002193694,0.00007643186,0.0005299546,0.128335,0.00106544,0.0004052672,0.0002282043,0.003979259,0.00002555458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951431,0.000369824,0.00004823812,0.000108692,0.000002423358,0.00001712833,0.0007541572,0.000002478277,0.003554025],"genre_scores_gemma":[0.9980195,0.0006510479,0.0002405521,0.00002381566,0.00001131186,0.00002775795,0.0004814244,0.000002141599,0.0005424675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224274,"threshold_uncertainty_score":0.02434295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4663550539265983,"score_gpt":0.3890298342045025,"score_spread":0.07732521972209577,"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."}}