{"id":"W4214571346","doi":"10.3410/f.5600958.5566058","title":"Faculty Opinions recommendation of The Dutch diagnostic model for laboratory animal allergen sensitization was generalizable in Canadian apprentices.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Sensitization; Allergen; Medical education; Medicine; Psychology; Immunology; Allergy; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001155991,0.0004074055,0.0007529327,0.0003818407,0.0002357456,0.00007033141,0.0007609089,0.000791598,0.0001997973],"category_scores_gemma":[0.01138183,0.0002554106,0.0004339447,0.001718314,0.0002004967,0.0002472464,0.0001828202,0.000923797,0.00001271414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994844,"about_ca_system_score_gemma":0.002623746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326735,"about_ca_topic_score_gemma":0.007513952,"domain_scores_codex":[0.9964964,0.000253534,0.001321484,0.0005363974,0.00098269,0.00040947],"domain_scores_gemma":[0.9916569,0.0002266313,0.0009764972,0.001083068,0.005671878,0.0003850158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001985814,0.0002541855,0.0001337405,0.004030332,0.00008192446,2.249564e-7,0.0001038147,0.000008662061,0.00001174037,0.0003515819,0.9948037,0.000200227],"study_design_scores_gemma":[0.0008267465,0.00007509598,0.006489887,0.00527995,0.0002126577,0.00001310639,0.0000111542,0.001728811,0.00002830356,0.00002856473,0.9850674,0.0002383122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000009495358,0.0004492153,0.00005533671,0.2177514,0.0005964959,0.001991576,0.7791128,0.00001132468,0.00002247758],"genre_scores_gemma":[0.0001635005,0.0002009674,0.001127986,0.006105508,0.0003848235,0.000342757,0.9909127,0.00003249535,0.0007293061],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2117999,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616913752152172,"score_gpt":0.3425212713413401,"score_spread":0.3163521338198184,"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."}}