{"id":"W4309737083","doi":"10.24908/pocus.v7i2.16034","title":"A Comment on the November Issue of POCUS Journal","year":2022,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03847088,0.002368229,0.005575754,0.004259798,0.006321016,0.01044136,0.008081825,0.1211535,0.01252006],"category_scores_gemma":[0.240699,0.003551134,0.006150196,0.003842484,0.008625463,0.006432063,0.005541499,0.07778241,0.01229731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007519234,"about_ca_system_score_gemma":0.01353484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227986,"about_ca_topic_score_gemma":0.01542156,"domain_scores_codex":[0.9623537,0.007118388,0.007000857,0.005144848,0.01483581,0.003546424],"domain_scores_gemma":[0.7761493,0.1413312,0.02304262,0.007430691,0.03793713,0.014109],"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":[0.00007196542,0.00001354804,0.0002398232,0.0002434935,0.00006038912,0.0002358587,0.00009261982,0.00002981697,0.00007831428,0.0008216033,0.995997,0.002115615],"study_design_scores_gemma":[0.0004192171,0.0001118691,0.002266394,0.002496815,0.0004139677,0.0006699328,0.0003559639,0.0004754141,0.0005301341,0.005575708,0.9864747,0.0002098475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001437667,0.001866777,0.0002202866,0.8263861,0.1704361,0.00003891576,0.000161909,0.00006538067,0.0006806906],"genre_scores_gemma":[0.0006838912,0.0006473949,0.0002514689,0.8911331,0.1057125,0.00005273301,0.00002918101,0.00004268528,0.001447043],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1211535,"threshold_uncertainty_score":0.2034559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.695726830638117,"score_gpt":0.515051435810707,"score_spread":0.18067539482741,"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."}}