{"id":"W31795133","doi":"10.3390/biom9120795","title":"The Role of Technology in the Production, Consumption and Use of Health Information: Implications for Policy and Practice","year":2004,"lang":"en","type":"article","venue":"Biomolecules","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Production (economics); Consumption (sociology); Business; Information technology; Public economics; Health information technology; Knowledge management; Economics; Computer science; Health care; Economic growth; Sociology; Microeconomics; Social 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":[0.0006226336,0.00003216181,0.00009163843,0.0001420714,0.00009901152,0.00001719466,0.00004432419,0.00003734835,5.946153e-8],"category_scores_gemma":[0.0007513534,0.00002012521,0.00001047664,0.0001840335,0.0001384646,0.0001763061,0.00001165124,0.00002690566,6.646665e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003050262,"about_ca_system_score_gemma":0.00005397823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065896,"about_ca_topic_score_gemma":0.000130908,"domain_scores_codex":[0.9994669,0.00001295914,0.0003703861,0.0000621849,0.00001119036,0.00007638083],"domain_scores_gemma":[0.9994215,0.00004989542,0.0003358345,0.00013026,0.00005180206,0.0000106516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000005419678,0.00001539896,0.008292727,0.00005647454,0.000005546251,5.712209e-9,0.0007179446,0.000002365512,0.00007163129,0.9559031,0.000009810583,0.03491959],"study_design_scores_gemma":[0.000518993,0.0002623164,0.4306549,0.0000715494,0.000002367264,0.00009411116,0.003929214,0.00002025061,0.0005478798,0.2646216,0.2991647,0.0001120882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6026964,0.01741489,0.003793074,0.3739561,0.00008985878,0.001615397,0.0001957835,0.00001471133,0.0002237956],"genre_scores_gemma":[0.9968292,0.002129263,0.0008284998,0.0001451187,0.00001234467,0.00004616136,0.000003622385,0.000002017026,0.000003740613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6912815,"threshold_uncertainty_score":0.4634738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770912541145243,"score_gpt":0.3127706301568509,"score_spread":0.2650615047453984,"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."}}