{"id":"W7154595590","doi":"10.2310/6620.2009.00005r","title":"Results of the 2008 ACDS Membership Practices Survey","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Survey data collection; Data collection; Survey research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002534542,0.0001603191,0.0002217978,0.002036879,0.0005203191,0.0007367128,0.0003361247,0.0006512639,0.002460419],"category_scores_gemma":[0.009995463,0.0001660486,0.0003207004,0.00164927,0.0002139483,0.0006677194,0.00101419,0.0005909742,0.001018587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546076,"about_ca_system_score_gemma":0.001107371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02577459,"about_ca_topic_score_gemma":0.05244317,"domain_scores_codex":[0.9973511,0.0006640308,0.0004093828,0.0001868035,0.001016837,0.0003718419],"domain_scores_gemma":[0.9883305,0.002217518,0.003243062,0.0003760787,0.004722995,0.001109924],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008886137,0.0002483997,0.9838095,0.00005132201,0.00001437337,0.00003760844,0.0008443146,0.00003438546,0.0001247929,0.00003027346,0.004147664,0.01056856],"study_design_scores_gemma":[0.000003779113,0.00007343374,0.9964262,0.00001719847,0.000006092944,0.00005182698,0.001397723,0.00003872115,0.00007389508,0.000005927026,0.001902465,0.000002776193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855789,0.0002232987,0.00009666854,0.0007026325,0.00002619573,0.0001231789,0.005445772,0.00001256638,0.007790769],"genre_scores_gemma":[0.9895208,0.0003732097,0.000334191,0.0006142436,0.0000362256,0.000229648,0.004422124,0.000009377204,0.004460336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974654,"threshold_uncertainty_score":0.05124915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06469069826372766,"score_gpt":0.3417653781737243,"score_spread":0.2770746799099966,"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."}}