{"id":"W2774093219","doi":"10.7759/cureus.1925","title":"Crowdsourced Curriculum Development for Online Medical Education","year":2017,"lang":"en","type":"review","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Curriculum; Scholarship; Curriculum development; Curriculum mapping; Faculty development; Knowledge management; Computer science; Professional development; Medical education; Political science; Sociology; Medicine; Pedagogy","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":[0.01947525,0.0008750165,0.0009927588,0.005598164,0.001112103,0.002536322,0.002592431,0.002071514,0.007494326],"category_scores_gemma":[0.03714174,0.0003228995,0.001585052,0.004326362,0.001791827,0.003491382,0.006196897,0.002293403,0.00224554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601094,"about_ca_system_score_gemma":0.01219706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042489,"about_ca_topic_score_gemma":0.004469023,"domain_scores_codex":[0.9897447,0.006045651,0.0007228689,0.000639277,0.002588239,0.0002592019],"domain_scores_gemma":[0.9757476,0.01814429,0.001594466,0.001601476,0.002266169,0.0006458443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001961428,0.0001124162,0.0001722765,0.02428009,0.00007684787,0.00004881042,0.0007975973,0.0007959818,0.0003399596,0.02030139,0.0106344,0.9424207],"study_design_scores_gemma":[0.00006448178,0.0001446908,0.001552776,0.05322684,0.0001480531,0.0002415809,0.001117211,0.0007441404,0.00115188,0.02565082,0.9159067,0.00005083582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004597007,0.8292736,0.09150211,0.01658422,0.003289543,0.003579838,0.000606826,0.0006131675,0.04995365],"genre_scores_gemma":[0.05543825,0.722936,0.1985263,0.005127102,0.0009326778,0.006876168,0.0008799731,0.0002390548,0.009044459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01947525,"threshold_uncertainty_score":0.1029962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3928488496365782,"score_gpt":0.5817894893039534,"score_spread":0.1889406396673752,"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."}}