{"id":"W2748950811","doi":"10.2196/publichealth.7714","title":"Effectivity of Awareness Months in Increasing Internet Search Activity for Top Malignancies Among Women","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Internet privacy; Environmental health; Medicine; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005573835,0.0002121042,0.0009012925,0.0001868558,0.0002177321,0.0001097064,0.0002600949,0.0001104348,0.00001167465],"category_scores_gemma":[0.003198898,0.0001969021,0.00007288062,0.0001611744,0.0003242832,0.0004175145,0.0002115229,0.0002216025,0.000001309308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849065,"about_ca_system_score_gemma":0.001168132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481564,"about_ca_topic_score_gemma":0.002663529,"domain_scores_codex":[0.9972671,0.0006752843,0.0003901009,0.0005184846,0.0003077885,0.0008412051],"domain_scores_gemma":[0.9972049,0.0007074866,0.000334116,0.0008186334,0.0002140363,0.0007208576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101139,0.0002281645,0.9465149,0.001845964,0.00002612812,0.000009148383,0.0007204008,6.377871e-7,0.000131973,0.00004623186,0.0001852513,0.04919005],"study_design_scores_gemma":[0.002239136,0.0003542217,0.9931158,0.0001508267,5.076968e-7,0.000007669997,0.0001450861,0.001351579,0.00005924943,0.00001797201,0.00239791,0.0001600143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956613,0.0002626168,0.0003225426,0.001455304,0.000118595,0.00153025,0.0002398425,0.00005894378,0.0003506144],"genre_scores_gemma":[0.9989796,0.000109097,0.000114006,0.0001698904,0.00007461286,0.0003703627,0.00006201975,0.00002556198,0.00009489591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04903003,"threshold_uncertainty_score":0.8029433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057379474074904,"score_gpt":0.3556562055871893,"score_spread":0.3150824108464403,"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."}}