{"id":"W4283361376","doi":"10.1016/j.jmir.2022.06.002","title":"Effectiveness of a manuscript writing workshop on writing confidence amongst nursing and health disciplines clinicians","year":2022,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Public Health Ontario","funders":"","keywords":"Mentorship; Session (web analytics); Medical education; Doctor of Nursing Practice; Medicine; Nursing; MEDLINE; Psychology; Nurse education; Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0322278,0.0005932494,0.00155076,0.000774624,0.004369291,0.004177677,0.002670793,0.003141892,0.00966849],"category_scores_gemma":[0.2045058,0.0009987601,0.001458757,0.0004787265,0.001230669,0.002318274,0.005006927,0.004593957,0.001138463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002876931,"about_ca_system_score_gemma":0.0118414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280436,"about_ca_topic_score_gemma":0.002855743,"domain_scores_codex":[0.9761597,0.0154626,0.002337197,0.001529388,0.002370076,0.002140983],"domain_scores_gemma":[0.717348,0.2008869,0.0207226,0.00832697,0.01181786,0.04089763],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05871809,0.1105044,0.1239524,0.003624971,0.0009526901,0.001852696,0.1341242,0.001162647,0.003081782,0.0006770951,0.01159771,0.5497513],"study_design_scores_gemma":[0.0322078,0.1649882,0.5721435,0.005344067,0.002532616,0.001297098,0.1844539,0.004955676,0.00617174,0.002681329,0.02215208,0.001071891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935253,0.000317565,0.0001685752,0.001933233,0.0002930234,0.000565465,0.00005063803,0.00005168714,0.00309458],"genre_scores_gemma":[0.9948708,0.0002330405,0.001361381,0.001014372,0.0001380261,0.0008752649,0.00005852269,0.00001290675,0.001435775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9677722,"threshold_uncertainty_score":0.1704389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05903469516850807,"score_gpt":0.376135993409099,"score_spread":0.3171012982405909,"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."}}