{"id":"W4246572610","doi":"10.1097/01.jaa.0000554752.69923.20","title":"Commentaries on health services research","year":2019,"lang":"en","type":"article","venue":"JAAPA","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Seriousness; Irish; Preference; Family medicine; Medicine; Confidence interval; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001937131,0.00007169992,0.000153998,0.00008457647,0.0009900171,0.0000227139,0.000181326,0.00008004422,0.003079423],"category_scores_gemma":[0.0000221922,0.00005681705,0.00001894077,0.000156513,0.00002690565,0.0001314272,0.00007871271,0.0008840565,0.008907952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535269,"about_ca_system_score_gemma":0.0001697561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787262,"about_ca_topic_score_gemma":0.0009361832,"domain_scores_codex":[0.9977628,0.0009846976,0.0002105383,0.0001913866,0.0003382747,0.0005122841],"domain_scores_gemma":[0.9972907,0.002047122,0.0001164463,0.0003551864,0.00008460814,0.0001058999],"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":[0.0005922884,0.0002484183,0.1569569,0.001305141,0.00003042025,0.000002431108,0.04450813,0.000004324143,0.0001354113,0.02464937,0.7403556,0.03121155],"study_design_scores_gemma":[0.0003881119,0.0003304006,0.01747519,0.0005533203,0.000001498187,2.606573e-7,0.02239491,0.00003143739,0.00002073994,0.001455459,0.9572933,0.00005537687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5513765,0.0004980114,0.000002066241,0.1604908,0.002468371,0.001079308,0.00001853167,0.00009917429,0.2839672],"genre_scores_gemma":[0.9223831,0.000173201,0.0002078996,0.04192017,0.0004731024,0.00004129677,0.00003265782,0.00002714382,0.03474148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710065,"threshold_uncertainty_score":0.9978319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378195046321735,"score_gpt":0.5667923965750638,"score_spread":0.4289728919428902,"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."}}