{"id":"W2158396957","doi":"10.3109/0142159x.2014.917285","title":"A process oriented approach to promoting collaborative practice: Incorporating complexity methods","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Focus group; Flexibility (engineering); Process (computing); Medical education; Psychology; Qualitative research; Perception; Quality (philosophy); Knowledge management; Nursing; Medicine; Computer science; Sociology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008563621,0.0002111605,0.0003658434,0.0001184899,0.0009828156,0.00002103023,0.000295522,0.0003534168,0.001667189],"category_scores_gemma":[0.03416451,0.0001645259,0.00003462765,0.001346998,0.0001295712,0.0002642971,0.0001596028,0.001424279,0.0003173312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136589,"about_ca_system_score_gemma":0.002594841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008565375,"about_ca_topic_score_gemma":0.00004243901,"domain_scores_codex":[0.9914496,0.005887956,0.0007823157,0.0004836215,0.0009381374,0.0004584026],"domain_scores_gemma":[0.9963933,0.0007024644,0.0004876808,0.0003083492,0.001540548,0.0005676748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001485912,0.005267885,0.03178573,0.001420232,0.0002460353,0.000006767955,0.4086445,0.00003160615,0.0009025417,0.3385328,0.1095865,0.1020895],"study_design_scores_gemma":[0.00332865,0.0005495583,0.003789801,0.001546556,0.0000968337,0.00001349225,0.2082152,0.1770992,0.0002281736,0.01211354,0.5919779,0.001041075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1269433,0.00005467383,0.3198247,0.0597637,0.002548248,0.003320635,0.000006689567,0.0004535206,0.4870846],"genre_scores_gemma":[0.7533039,0.000001294495,0.2204511,0.01474112,0.00166695,0.001786218,0.0001259284,0.00006374649,0.007859666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6263607,"threshold_uncertainty_score":0.9992454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07450061220655352,"score_gpt":0.5425267575695061,"score_spread":0.4680261453629526,"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."}}