{"id":"W4406545384","doi":"10.1016/j.yhls.2014.03.109","title":"10.1016/j.yhls.2014.03.109","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Certification; Psychology; Physical therapy; Physical medicine and rehabilitation; Medicine; Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007595406,0.0007705667,0.0004477646,0.001585392,0.001232016,0.003035963,0.0009819611,0.003007455,0.9370846],"category_scores_gemma":[0.002027845,0.0003506884,0.0004768205,0.0007107984,0.001092076,0.002288815,0.001905058,0.001374617,0.8863633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006994621,"about_ca_system_score_gemma":0.001470808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671839,"about_ca_topic_score_gemma":0.002982191,"domain_scores_codex":[0.9997606,0.00002667216,0.00001564713,0.000061228,0.00007164022,0.00006431091],"domain_scores_gemma":[0.9989256,0.000191404,0.00008790469,0.00007430898,0.0002093513,0.0005114268],"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":[0.0001272176,0.0002259576,0.003529459,0.0002820188,0.00001892227,0.0003526073,0.0002186309,0.00008810677,0.0004260612,0.005444909,0.4614416,0.5278445],"study_design_scores_gemma":[0.00004195925,0.00007207236,0.004142316,0.001037163,0.00002649832,0.001599142,0.0006327983,0.000155683,0.0002342684,0.005828977,0.986203,0.000026197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003133827,0.00492855,0.001372568,0.007885488,0.0026974,0.00006644674,0.002214791,0.001413123,0.9762877],"genre_scores_gemma":[0.008220715,0.002028859,0.0008165061,0.001740414,0.0006087726,0.00004701516,0.001031094,0.0002382427,0.9852684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06291538,"threshold_uncertainty_score":0.08974117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05698669230079804,"score_gpt":0.3909586799432534,"score_spread":0.3339719876424553,"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."}}