{"id":"W4240390253","doi":"10.1503/cmaj.051341","title":"Query","year":2006,"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; Information retrieval; World Wide Web; Data 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":[],"consensus_categories":[],"category_scores_codex":[0.001817229,0.001242024,0.001303859,0.003281741,0.001682204,0.005612686,0.002012165,0.003439946,0.5867842],"category_scores_gemma":[0.02522131,0.000436171,0.001195069,0.002438474,0.000741051,0.006063628,0.003722637,0.00136538,0.4279413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773473,"about_ca_system_score_gemma":0.0027171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951239,"about_ca_topic_score_gemma":0.01568824,"domain_scores_codex":[0.9975182,0.000449228,0.0003091129,0.0005459238,0.00085135,0.0003263803],"domain_scores_gemma":[0.9931679,0.002018338,0.0003105258,0.0009350934,0.003120269,0.0004478033],"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":[0.0001414153,0.0000174401,0.000656178,0.0004577287,0.00001051518,0.00009030312,0.0001317246,0.00007739239,0.000365953,0.002945576,0.9791083,0.01599741],"study_design_scores_gemma":[0.00007042007,0.00002555115,0.001024403,0.0002806461,0.00001235848,0.0002585716,0.0003598975,0.000404812,0.0005827063,0.00470322,0.9922398,0.00003753345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003473659,0.002712323,0.0135213,0.02889409,0.003124827,0.001845528,0.6299863,0.02428373,0.2921582],"genre_scores_gemma":[0.04220781,0.003910195,0.01609211,0.02533142,0.0023122,0.001709771,0.6467007,0.01063723,0.2510986],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5867842,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688994999622019,"score_gpt":0.358888158372423,"score_spread":0.3419982083762029,"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."}}