{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00644408,0.0007458602,0.001493006,0.001448277,0.0007418836,0.003018208,0.001880719,0.005744206,0.005857034],"category_scores_gemma":[0.0545184,0.0004645096,0.0009162758,0.001342694,0.0009635432,0.002644018,0.00103859,0.006820688,0.002287082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006968065,"about_ca_system_score_gemma":0.001222223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803922,"about_ca_topic_score_gemma":0.003841692,"domain_scores_codex":[0.9971672,0.001155034,0.00046213,0.0004659717,0.0005474093,0.0002022915],"domain_scores_gemma":[0.9593089,0.02702374,0.005047947,0.0005300441,0.006418163,0.001671379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005333233,0.0001187654,0.01529069,0.003149378,0.0003752621,0.0003433216,0.0005286281,0.00005322783,0.00009816208,0.0003788284,0.9348604,0.04427008],"study_design_scores_gemma":[0.000525803,0.0009741662,0.09016403,0.01088059,0.001805177,0.002197512,0.00255151,0.001586445,0.0008075521,0.001842469,0.8863751,0.0002896003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01034509,0.0616857,0.0003565933,0.6716991,0.2506998,0.00007979963,0.002830314,0.0001124652,0.002191159],"genre_scores_gemma":[0.04254627,0.03701224,0.0007933839,0.2912553,0.6224775,0.0002527446,0.000694434,0.0001556895,0.004812427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00644408,"threshold_uncertainty_score":0.03407997,"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."}}