{"id":"W3096201107","doi":"10.2196/23579","title":"How Internet Contracts Impact Research: Content Analysis of Terms of Service on Consumer Product Websites","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Bloomberg Philanthropies; Johns Hopkins University","keywords":"Advertising; Business; Product (mathematics); The Internet; Internet privacy; Content analysis; Public health; Service (business); Marketing; World Wide Web; Medicine; Computer science; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1666016,0.0003542218,0.0006438638,0.0129777,0.003511033,0.01388308,0.001790478,0.001610393,0.005853456],"category_scores_gemma":[0.4998469,0.0006567461,0.001227203,0.02667061,0.007230648,0.01958813,0.006610428,0.001861344,0.0005530224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155391,"about_ca_system_score_gemma":0.01782227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009195262,"about_ca_topic_score_gemma":0.00758256,"domain_scores_codex":[0.7509794,0.2103321,0.01029618,0.003740662,0.02076132,0.003890222],"domain_scores_gemma":[0.2630526,0.649947,0.03847049,0.0166085,0.02853742,0.003384113],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004821966,0.0005983027,0.5982911,0.001785483,0.0003623321,0.0003850773,0.09001414,0.002616473,0.0005375035,0.1088547,0.006789554,0.1892831],"study_design_scores_gemma":[0.0002026415,0.0006681754,0.5766736,0.005492125,0.0007049241,0.0006388042,0.2012971,0.03719633,0.002342877,0.1055802,0.06897487,0.0002283247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905645,0.002757787,0.02703342,0.01553104,0.0001591978,0.002207476,0.001371963,0.0001108241,0.06026385],"genre_scores_gemma":[0.9798206,0.0008774074,0.01551366,0.000677529,0.00007877006,0.001201578,0.0004252602,0.00009648735,0.001308689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8333984,"threshold_uncertainty_score":0.881084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7704283376330027,"score_gpt":0.5930187519658358,"score_spread":0.1774095856671669,"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."}}