{"id":"W2980027234","doi":"10.18332/tid/111616","title":"Does iQOS harvest personal data from users and manipulate their tobacco habits?: A review of current evidence","year":2019,"lang":"en","type":"review","venue":"Tobacco Induced Diseases","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Canadian Institutes of Health Research","keywords":"Current (fluid); Psychology; Environmental health; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009903292,0.0006369025,0.001973278,0.0001658037,0.0003792173,0.0002792772,0.002841728,0.0003147592,0.0004682796],"category_scores_gemma":[0.004713872,0.000411768,0.0003853981,0.0005402021,0.0003263829,0.001984967,0.00206997,0.0005523885,0.0001413678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055927,"about_ca_system_score_gemma":0.001746995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508706,"about_ca_topic_score_gemma":0.001433163,"domain_scores_codex":[0.9951719,0.001164608,0.0009429605,0.001338275,0.0008595574,0.0005227168],"domain_scores_gemma":[0.9952022,0.000974247,0.001018679,0.002206265,0.0001822052,0.0004163468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002235903,0.000152838,0.001509707,0.04344165,0.0001620015,0.000004039868,0.0002848271,5.428562e-9,8.858489e-7,0.0001220295,0.004388295,0.9499114],"study_design_scores_gemma":[0.0001700705,0.00003608547,0.001061684,0.1792856,0.001873996,0.000001244577,0.0002358032,0.000001437159,6.709001e-7,0.0002335525,0.8164799,0.0006199579],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00113311,0.9862844,0.000005249918,0.0002501247,0.001489165,0.002741888,0.007911098,0.0001030948,0.00008181246],"genre_scores_gemma":[0.0005412406,0.9957834,0.00002562401,0.0001287484,0.001034046,0.0001508394,0.002251638,0.0000489222,0.00003551568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9492914,"threshold_uncertainty_score":0.9998334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2940181831299671,"score_gpt":0.4218902142318916,"score_spread":0.1278720311019245,"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."}}