{"id":"W3046911382","doi":"10.1016/j.ajic.2020.07.029","title":"What makes people intend to take protective measures against influenza? Perceived risk, efficacy, or trust in authorities","year":2020,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Medicine; Risk perception; Government (linguistics); Environmental health; Self-efficacy; Logistic regression; Public health; Perception; Hand washing; Social psychology; Psychology; Nursing; Hygiene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183762,0.0001568223,0.0004658196,0.0003035395,0.0003056804,0.0002818188,0.0001770276,0.00004762915,0.0001879771],"category_scores_gemma":[0.002107237,0.0001280727,0.0001751855,0.0008460177,0.0002414188,0.0006751778,0.00002366795,0.0004252659,0.00003857069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931227,"about_ca_system_score_gemma":0.000213037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005232079,"about_ca_topic_score_gemma":0.01606568,"domain_scores_codex":[0.9975433,0.0009624455,0.0005207385,0.000197436,0.0004885903,0.00028743],"domain_scores_gemma":[0.9984474,0.0002065306,0.0005268236,0.00008763481,0.0004064164,0.0003251635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002968885,0.0002486452,0.06939162,0.00001542201,0.0002512936,0.00002713874,0.2319162,0.009370777,0.0006943174,0.0002200863,0.001552272,0.6833434],"study_design_scores_gemma":[0.003071547,0.002258063,0.6545746,0.0001484672,0.00008239246,0.000005156669,0.2311385,0.0003694197,0.00001709865,0.00005281062,0.1079701,0.000311969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775208,0.00004540608,0.01023307,0.01009062,0.0005874116,0.0007485839,0.000004155303,0.00005571608,0.0007142291],"genre_scores_gemma":[0.9938661,0.001001291,0.0001766451,0.0043284,0.0004970169,0.00003945537,2.661979e-7,0.00001445533,0.00007633841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6830314,"threshold_uncertainty_score":0.8965026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131554354266649,"score_gpt":0.3224786212717906,"score_spread":0.2911630777291241,"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."}}