{"id":"W2965289405","doi":"10.2196/13212","title":"The Association Between Internet Searches and Moisturizer Prescription in Japan: Retrospective Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medical prescription; Moisturizer; Medicine; The Internet; Computer science; World Wide Web; Biology; Internal medicine; Pharmacology","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":[0.0007029183,0.0003651527,0.0007956655,0.001500809,0.0007312803,0.0009302873,0.0005197097,0.0005978289,0.001329351],"category_scores_gemma":[0.002293785,0.0007061225,0.0009501142,0.003001027,0.0004119631,0.0009320754,0.0007368806,0.0008362473,0.0002784092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801455,"about_ca_system_score_gemma":0.001017889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0226663,"about_ca_topic_score_gemma":0.02606173,"domain_scores_codex":[0.9991176,0.0001287198,0.0002337857,0.0002203203,0.0001641398,0.0001354389],"domain_scores_gemma":[0.9971342,0.0002890541,0.001624965,0.0001928379,0.0003716359,0.0003873307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004562781,0.00004318348,0.9989898,0.00004082455,0.00005482381,0.00008841345,0.0001184527,0.00001068503,0.00005254935,0.000006340618,0.0001078829,0.0004413922],"study_design_scores_gemma":[0.000006881254,0.00007196655,0.9988521,0.0000193424,0.0000907314,0.0002357234,0.0003711536,0.0001030805,0.00002110145,0.00000803744,0.0002132958,0.000006533177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977356,0.0007828743,0.00007416995,0.00004774995,0.000006751256,0.00003469969,0.0008874923,0.000003848886,0.0004268118],"genre_scores_gemma":[0.9977217,0.0005961822,0.0001361512,0.00009454114,0.00002378738,0.00005261716,0.001192998,0.00000392669,0.00017801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226663,"threshold_uncertainty_score":0.04506874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06582173085955705,"score_gpt":0.3383842375490024,"score_spread":0.2725625066894453,"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."}}