{"id":"W2980514259","doi":"10.2196/16274","title":"From a Digital Bottle: A Message to Ourselves in 2039","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Bottle; Computer science; World Wide Web; Internet privacy; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00416754,0.0006620229,0.0005016616,0.0007088245,0.01462653,0.010869,0.001127052,0.01620113,0.01921637],"category_scores_gemma":[0.01814496,0.0003258599,0.0006917663,0.0008847661,0.006412769,0.0162588,0.006801161,0.02033203,0.009080247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004078671,"about_ca_system_score_gemma":0.004673105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006588168,"about_ca_topic_score_gemma":0.01067731,"domain_scores_codex":[0.996882,0.001339589,0.0001826008,0.0001818372,0.0009391556,0.0004748361],"domain_scores_gemma":[0.994325,0.002160648,0.0003721748,0.0002576769,0.001172737,0.001711657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000521259,0.00003327856,0.0004688618,0.0001039779,0.000005578132,0.001024164,0.0198698,0.000017724,0.0003159064,0.02519923,0.9372486,0.01566084],"study_design_scores_gemma":[0.000004490602,0.00002006182,0.000261166,0.0001620463,0.000003349586,0.0004622621,0.01197541,0.00003212934,0.0001599316,0.002710731,0.9841871,0.00002128953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00427493,0.003440804,0.0004889028,0.9024117,0.05449094,0.00002329853,0.0001700193,0.0001228986,0.03457663],"genre_scores_gemma":[0.07084204,0.004677669,0.001090512,0.7721041,0.0232857,0.00007892817,0.0001942273,0.0004249772,0.1273019],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01921637,"threshold_uncertainty_score":0.0642851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08750944590166343,"score_gpt":0.4240688142634852,"score_spread":0.3365593683618218,"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."}}