{"id":"W4389186903","doi":"10.4037/aacnacc2023554","title":"Implementation of a Gameboard Approach for Team-Based Manuscript Development","year":2023,"lang":"en","type":"article","venue":"AACN Advanced Critical Care","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; MEDLINE; Medical education; Nursing; Process management","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":[0.02760056,0.003360305,0.00113068,0.003056375,0.001796693,0.006059768,0.006631899,0.002153157,0.01875809],"category_scores_gemma":[0.06966557,0.001592561,0.002658105,0.001243818,0.001883682,0.003315379,0.007980282,0.004341994,0.006175287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826112,"about_ca_system_score_gemma":0.005775946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360087,"about_ca_topic_score_gemma":0.003301099,"domain_scores_codex":[0.9750636,0.01495427,0.00206938,0.002921212,0.003804848,0.001186645],"domain_scores_gemma":[0.9438582,0.03018603,0.002905202,0.007106001,0.008999608,0.00694494],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002086933,0.009518977,0.005016369,0.004036728,0.0003999232,0.001406385,0.01700732,0.008254496,0.01900919,0.01021477,0.06879114,0.8542578],"study_design_scores_gemma":[0.006636863,0.01201682,0.01311384,0.003453532,0.0007113388,0.001870379,0.007315185,0.08059274,0.03107129,0.04130398,0.8007053,0.001208795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04328337,0.0004515658,0.8800411,0.004038267,0.002956674,0.02894991,0.0009696495,0.01703734,0.02227211],"genre_scores_gemma":[0.03766932,0.0002401339,0.9334256,0.0007988539,0.0002011843,0.02028639,0.0004044489,0.0005991396,0.006374916],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9723994,"threshold_uncertainty_score":0.1459674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103426351689111,"score_gpt":0.3054578208010331,"score_spread":0.284423557284142,"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."}}