{"id":"W4404017648","doi":"10.33137/tijih.v1i4.41092","title":"Healthcare in the Age of Google","year":2024,"lang":"en","type":"article","venue":"Turtle Island Journal of Indigenous Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Health care; Business; Internet privacy; World Wide Web; Computer science; Political science","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":[0.005272492,0.00007268423,0.000278862,0.0002427366,0.0003445388,0.00004622462,0.0003181931,0.00009007482,0.00003705034],"category_scores_gemma":[0.0004753027,0.00005073275,0.00007605583,0.0006999981,0.0001155971,0.0001229213,0.000006260447,0.0004961327,0.000008168289],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00052657,"about_ca_system_score_gemma":0.006364944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04115576,"about_ca_topic_score_gemma":0.0704748,"domain_scores_codex":[0.997357,0.0008510571,0.0006920037,0.0000890919,0.0005979826,0.0004129237],"domain_scores_gemma":[0.9979402,0.001347664,0.0003365442,0.0001087806,0.0001354456,0.0001313616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001773422,0.0001097604,0.01528366,0.0003657994,0.00001020147,0.00004870655,0.9261228,0.000003615023,0.000003834195,0.003198806,0.00182479,0.05301022],"study_design_scores_gemma":[0.0007063909,0.002078931,0.1564091,0.001775612,0.00002877956,0.0001380977,0.1769072,0.000006142075,0.00002267927,0.01521973,0.6464403,0.0002669961],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150077,0.02589433,0.00005683498,0.0503149,0.005934972,0.001076758,0.00001559388,0.00001598296,0.001682973],"genre_scores_gemma":[0.9922886,0.004958553,0.0001549124,0.0009139605,0.001626326,0.00001571084,0.000003353665,0.00001019791,0.00002839615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7492157,"threshold_uncertainty_score":0.9992681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171707534972576,"score_gpt":0.4239808838565702,"score_spread":0.3422638085068444,"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."}}