{"id":"W4416006065","doi":"10.5465/amproc.2025.10472symposium","title":"Transforming Care: Coordination, Innovation and Technology in Healthcare Transformation","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; HEC Montréal","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Context (archaeology); Health care; Transformation (genetics); Healthcare system; Digital transformation; Primary care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004867051,0.00009371868,0.000151764,0.001501056,0.0002534361,0.000006191489,0.0001076875,0.0002401705,0.00001177359],"category_scores_gemma":[0.00004277373,0.00009537076,0.000009482966,0.002869784,0.00004042634,0.0004162892,0.00003384777,0.0003874426,0.00000363401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850209,"about_ca_system_score_gemma":0.0001060952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002648081,"about_ca_topic_score_gemma":0.00001030295,"domain_scores_codex":[0.9988016,0.00002141519,0.0006606682,0.0001807368,0.0001478022,0.0001877611],"domain_scores_gemma":[0.9993631,0.00002644046,0.0001854415,0.00002874405,0.0003809688,0.00001533823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005558361,0.0000180843,0.02245729,0.001995114,0.00001007912,3.371598e-8,0.004655513,3.805974e-7,0.001152129,0.9382055,0.001584699,0.02986555],"study_design_scores_gemma":[0.005826449,0.0001486142,0.2189834,0.005779827,0.00009187762,9.073607e-7,0.2532252,0.0004455902,0.01370352,0.3186719,0.1826152,0.0005075279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7773443,0.0002326193,0.0004908012,0.1987411,0.0001756637,0.001708065,0.000002849499,0.00007089774,0.0212337],"genre_scores_gemma":[0.995126,0.0001164315,0.000460971,0.002291967,0.00001674902,0.0004060949,0.00001482015,0.000006469798,0.001560478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6195337,"threshold_uncertainty_score":0.3889107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815094991562785,"score_gpt":0.3977970515000512,"score_spread":0.3796461015844234,"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."}}