{"id":"W4353070287","doi":"10.1093/jphsr/rmad005","title":"Editor-in-Chief letter of introduction","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Globe; Multidisciplinary approach; Medicine; Public relations; Politics; Health policy; Perspective (graphical); Engineering ethics; Political science; Sociology; Social science; Law; Nursing; Public health","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":[0.006739677,0.0001251257,0.0005490373,0.001028803,0.00008959709,0.00002087791,0.0002550169,0.0001000752,0.0004479527],"category_scores_gemma":[0.0001720514,0.00009527741,0.0001422879,0.001735321,0.0001386703,0.0003400766,0.0001272959,0.001965764,0.0001360389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163617,"about_ca_system_score_gemma":0.0003656514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006499226,"about_ca_topic_score_gemma":0.000008412832,"domain_scores_codex":[0.995472,0.0006777558,0.001118645,0.0002089755,0.001785483,0.0007372046],"domain_scores_gemma":[0.9972004,0.0009627624,0.0003233084,0.000204711,0.0006502434,0.000658532],"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":[0.02312748,0.005161479,0.3472787,0.03212187,0.0006345292,0.001124985,0.00646035,0.000346944,0.04021761,0.001010114,0.4250505,0.1174654],"study_design_scores_gemma":[0.004977393,0.001945511,0.04949634,0.000666459,0.00005252939,0.0001465395,0.001143301,0.01063839,0.005088935,0.000333266,0.925383,0.0001283601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8169743,0.001951619,0.00001992257,0.1744747,0.005019945,0.0007931511,0.000009187202,0.00002995279,0.0007272877],"genre_scores_gemma":[0.977065,0.003776909,0.0002536206,0.004902936,0.01373035,0.000005753682,0.00001037066,0.00002642547,0.0002286924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5003324,"threshold_uncertainty_score":0.8540376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991037026607464,"score_gpt":0.5585629762707638,"score_spread":0.3594592736100174,"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."}}