{"id":"W4404840698","doi":"10.32920/27931740.v1","title":"Thinking Outside the Inbox: Use of Slack in Clinical Groups as a Collaborative Team Communication Platform","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Psychology; Knowledge management; Computer science; Human–computer interaction; Process management; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.01694104,0.0007969008,0.0003909816,0.001900598,0.004956042,0.009730906,0.003269191,0.001859836,0.02173923],"category_scores_gemma":[0.04619083,0.0005828147,0.0006602716,0.001440898,0.00540542,0.01130679,0.01739082,0.002413182,0.00574706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330504,"about_ca_system_score_gemma":0.006210632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008788661,"about_ca_topic_score_gemma":0.001157806,"domain_scores_codex":[0.9846087,0.01101586,0.0005167096,0.001067414,0.001637303,0.001154101],"domain_scores_gemma":[0.955841,0.02430393,0.003292871,0.005155635,0.002358017,0.009048541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001641011,0.001071587,0.009459252,0.0007457245,0.00006804279,0.001774249,0.05650266,0.003410754,0.006400267,0.1999201,0.05825887,0.6607475],"study_design_scores_gemma":[0.0009432996,0.002242691,0.005853476,0.001679012,0.0001996448,0.002109465,0.05227538,0.04500418,0.01067496,0.4122171,0.4664312,0.0003695667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1789599,0.001403025,0.5939302,0.02519094,0.002883987,0.001195172,0.0003154378,0.01072214,0.1853993],"genre_scores_gemma":[0.7600509,0.0004649574,0.2052551,0.001990057,0.0004388907,0.0009668326,0.0002874996,0.001269442,0.02927628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02173923,"threshold_uncertainty_score":0.08959389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07141340587444793,"score_gpt":0.3648293486398317,"score_spread":0.2934159427653837,"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."}}