{"id":"W7134223119","doi":"","title":"Additional file 1 of Barriers to identifying and obtaining CME: a national survey of physicians, nurse practitioners and physician assistants","year":2021,"lang":"","type":"article","venue":"Open MIND","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nurse practitioners; Physician assistants; MEDLINE; Workforce; Quarter (Canadian coin); Data collection; Survey data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001418911,0.0006925503,0.0008533985,0.002027487,0.001040249,0.0007997794,0.00107345,0.000774668,0.7376248],"category_scores_gemma":[0.02150419,0.0003869645,0.0004537769,0.004414724,0.0001865948,0.001581289,0.0008022728,0.0008621435,0.07390723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840833,"about_ca_system_score_gemma":0.002391018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02223341,"about_ca_topic_score_gemma":0.0273603,"domain_scores_codex":[0.9992322,0.0001445337,0.0001717561,0.0001321663,0.0001782051,0.000141175],"domain_scores_gemma":[0.9847782,0.008180779,0.002356836,0.0005831179,0.003528572,0.0005725346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001558061,0.00017872,0.007077972,0.0009274483,0.00001554334,0.00002331241,0.0001201285,0.0001526724,0.00002799144,0.0004027791,0.9848836,0.006033971],"study_design_scores_gemma":[0.006446042,0.0008241885,0.3427381,0.0069259,0.0001872047,0.0006675106,0.004214556,0.003560788,0.0007217954,0.006459322,0.6270512,0.0002033605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001261508,0.0000147526,0.0001704118,0.000233655,0.00002616651,0.0003968871,0.9953333,0.00006087569,0.002502414],"genre_scores_gemma":[0.03191157,0.0002606714,0.00341516,0.001183,0.0001966473,0.01295841,0.9317709,0.0002534086,0.01805039],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7376248,"threshold_uncertainty_score":0.3742464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165468746628533,"score_gpt":0.4455986107870329,"score_spread":0.3290517361241797,"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."}}