{"id":"W4244786770","doi":"10.1503/cmaj.109-3847","title":"Briefly","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002511914,0.0007769823,0.0004510655,0.001567607,0.004833961,0.007032796,0.001980281,0.004956271,0.3564841],"category_scores_gemma":[0.01132072,0.0004480488,0.000748223,0.001469332,0.001302641,0.004791807,0.002534859,0.00513777,0.2001306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004179603,"about_ca_system_score_gemma":0.008134425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03174836,"about_ca_topic_score_gemma":0.05816593,"domain_scores_codex":[0.9974871,0.000348795,0.0001342519,0.0005141725,0.0009557249,0.0005600079],"domain_scores_gemma":[0.9940816,0.0007039912,0.0002462516,0.0004682438,0.003346485,0.001153568],"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":[0.00001691501,0.00001211215,0.0002981118,0.00005740601,0.000002200152,0.00005143746,0.0001709591,0.00001095495,0.00007789909,0.01015872,0.9736684,0.0154749],"study_design_scores_gemma":[0.000002673885,0.000003678892,0.0002611267,0.00005121115,0.000001641671,0.00005435461,0.0001451709,0.000009500832,0.00005408439,0.0007873984,0.9986254,0.000003755178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001802802,0.004907449,0.003164201,0.1380579,0.05524396,0.0002236131,0.004874568,0.001351163,0.7903743],"genre_scores_gemma":[0.008196657,0.003358079,0.001344432,0.04773942,0.006347319,0.0001566881,0.002813922,0.00045312,0.9295904],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3564841,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895706103813971,"score_gpt":0.3719511664186088,"score_spread":0.3229941053804691,"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."}}