{"id":"W4381839192","doi":"10.1002/jdd.13304","title":"Root cause to upstream: Interprofessional learning focused on early childhood caries","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Dentistry; Medicine; Upstream (networking); Root (linguistics); Psychology; Computer science","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":[0.002230697,0.0003901171,0.0004685677,0.0007465624,0.003065261,0.001902021,0.0008167326,0.001941592,0.01976299],"category_scores_gemma":[0.008552547,0.0002131896,0.0007142107,0.0003939373,0.0006087626,0.00171435,0.004973217,0.003438749,0.0008342401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923125,"about_ca_system_score_gemma":0.01245404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951776,"about_ca_topic_score_gemma":0.01794827,"domain_scores_codex":[0.9981743,0.0006370479,0.00008522801,0.0001422987,0.0003624115,0.0005986892],"domain_scores_gemma":[0.9960207,0.001228332,0.0002882125,0.0001117632,0.0005367036,0.001814316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001292003,0.009068592,0.04631229,0.003205337,0.0001344663,0.01437787,0.02395064,0.0006265094,0.003269568,0.008274823,0.05973399,0.829754],"study_design_scores_gemma":[0.00198736,0.008813743,0.2106442,0.02401203,0.002003119,0.04299378,0.301805,0.005927442,0.01873335,0.084989,0.2974636,0.0006274903],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6562858,0.01327325,0.01065436,0.2048957,0.005802478,0.001168494,0.0002397275,0.000376595,0.1073036],"genre_scores_gemma":[0.9567049,0.007808895,0.01291327,0.007200292,0.0007031257,0.0002866464,0.0001338913,0.00005775125,0.01419121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01976299,"threshold_uncertainty_score":0.06611377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178233324744776,"score_gpt":0.4212835851038834,"score_spread":0.3995012518564356,"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."}}