{"id":"W2788659161","doi":"10.21037/jphe.2018.01.02","title":"Choosing and communicating with journals","year":2018,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Publishing; Government (linguistics); Public relations; Peer review; Quality (philosophy); Impact factor; Political science; Library science; Psychology; Medical education; Medicine; Computer science; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1518355,0.001829721,0.002428976,0.00787718,0.01405292,0.05441861,0.004901115,0.0137691,0.02718039],"category_scores_gemma":[0.5183643,0.001626436,0.001481998,0.005780504,0.01387404,0.03477459,0.02050209,0.01887213,0.04505999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005161202,"about_ca_system_score_gemma":0.02674442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007293681,"about_ca_topic_score_gemma":0.001124754,"domain_scores_codex":[0.7227861,0.1333812,0.04066021,0.01207271,0.08496755,0.006132181],"domain_scores_gemma":[0.3680065,0.2605063,0.07249708,0.04257338,0.1919876,0.06442913],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001214183,0.0001545826,0.002899876,0.002298665,0.0001416739,0.001308705,0.03545105,0.0003352658,0.003533788,0.02944087,0.6642244,0.2600897],"study_design_scores_gemma":[0.00002182281,0.00006852555,0.0004945171,0.00155877,0.00003251617,0.0006750876,0.008635997,0.0001177627,0.0007220068,0.01435172,0.9731944,0.0001268592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01019705,0.02987499,0.06016294,0.593536,0.1181303,0.002237807,0.0004370559,0.004142071,0.1812818],"genre_scores_gemma":[0.1285325,0.066521,0.1961759,0.3197467,0.1467228,0.004571798,0.001146361,0.006941557,0.1296413],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8481645,"threshold_uncertainty_score":0.8029924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7293586573500528,"score_gpt":0.6250762768877329,"score_spread":0.1042823804623199,"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."}}