{"id":"W4225292486","doi":"10.1186/s12906-022-03601-5","title":"A survey of multidisciplinary healthcare providers utilizing the KNOWintegrativeoncology.org educational platform","year":2022,"lang":"en","type":"article","venue":"BMC Complementary Medicine and Therapies","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Gilbert Family Foundation","keywords":"Multidisciplinary approach; Health care; Business; Sociology; Political 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":[0.004952994,0.0001653646,0.0003696543,0.001284892,0.001161945,0.0009882697,0.0003575643,0.0008303307,0.003602708],"category_scores_gemma":[0.01219981,0.0004644906,0.0002966981,0.001610772,0.0003796919,0.001408144,0.001367031,0.0007461787,0.0004968728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008223428,"about_ca_system_score_gemma":0.001840344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007815762,"about_ca_topic_score_gemma":0.0126328,"domain_scores_codex":[0.9965189,0.001627518,0.000469884,0.0003540252,0.0006017289,0.0004281129],"domain_scores_gemma":[0.9881804,0.003887483,0.004139614,0.0003200425,0.001578634,0.001893864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386124,0.0005176597,0.9445166,0.0004644752,0.0000409521,0.0003330485,0.02929723,0.00002954464,0.001031079,0.00007773397,0.002634211,0.02091892],"study_design_scores_gemma":[0.00004119769,0.0008183223,0.8946065,0.0004470724,0.00002696608,0.0006401129,0.09721786,0.0002254873,0.0001846761,0.0000553893,0.005708957,0.00002749401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996851,0.0004199319,0.0001487556,0.000765733,0.0000105158,0.0001743161,0.000477287,0.000006817522,0.001145621],"genre_scores_gemma":[0.9964484,0.0007838442,0.000698039,0.001139818,0.00001663813,0.0002760412,0.0002517275,0.000005287886,0.000380162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007815762,"threshold_uncertainty_score":0.02619427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988984968200581,"score_gpt":0.3559694450417537,"score_spread":0.1570709482216956,"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."}}