{"id":"W4306178670","doi":"10.3233/jid-220011","title":"Transdisciplinary Team Science in Health Research, Where Are We?","year":2022,"lang":"en","type":"article","venue":"Journal of Integrated Design and Process Science","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Multidisciplinary approach; Discipline; Identification (biology); Engineering ethics; Popularity; Transdisciplinarity; Health care; Disease; Multidisciplinary team; Data science; Management science; Knowledge management; Sociology; Medicine; Political science; Computer science; Engineering; Social science; Biology","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":[0.1528566,0.001444163,0.003074799,0.006217154,0.01622972,0.033844,0.004919015,0.01346157,0.008129444],"category_scores_gemma":[0.1081402,0.001237368,0.002272963,0.006970809,0.05820476,0.03764669,0.02424069,0.01483857,0.001851354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01520263,"about_ca_system_score_gemma":0.04860876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004938908,"about_ca_topic_score_gemma":0.004891936,"domain_scores_codex":[0.779309,0.1944973,0.00430208,0.007112592,0.009666041,0.00511297],"domain_scores_gemma":[0.8403322,0.1083021,0.007407939,0.01091108,0.01110336,0.02194328],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001101904,0.0002359625,0.003969818,0.002085985,0.0002417578,0.0003233874,0.03687729,0.001178428,0.0001446421,0.8156655,0.02578625,0.1133808],"study_design_scores_gemma":[0.00007870988,0.0001401532,0.0007264255,0.002773015,0.00006360032,0.0001622805,0.02723615,0.0006768264,0.0001109396,0.8597792,0.1082002,0.0000525425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009916299,0.09077407,0.1351693,0.6888546,0.01153231,0.0006927358,0.0001122503,0.0001875428,0.06276083],"genre_scores_gemma":[0.5573974,0.1049695,0.2110533,0.1041345,0.008198533,0.004628639,0.0002134085,0.0002574328,0.009147372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8471434,"threshold_uncertainty_score":0.8083925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2374673166072702,"score_gpt":0.5027106401759206,"score_spread":0.2652433235686504,"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."}}