{"id":"W2101078963","doi":"10.1503/cmaj.100504","title":"Good advice, if you can follow it","year":2010,"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":"Pill; Advice (programming); Medical advice; Computer science; General practice; Medical practice; World Wide Web; Set (abstract data type); Medicine; Family medicine; Internet privacy; Nursing","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":[0.001455502,0.0008181779,0.0007935022,0.001024337,0.003515003,0.003113695,0.001017339,0.006860983,0.147658],"category_scores_gemma":[0.01737353,0.0003188532,0.001123156,0.0004152511,0.001445503,0.005966307,0.0032861,0.009651005,0.08904728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009204096,"about_ca_system_score_gemma":0.002536712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118519,"about_ca_topic_score_gemma":0.02109987,"domain_scores_codex":[0.9983138,0.0004316609,0.00009136471,0.0001555483,0.0007262862,0.0002813297],"domain_scores_gemma":[0.9951747,0.0006055134,0.0002952226,0.0002434034,0.001950609,0.001730577],"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":[0.0000142649,0.00007345586,0.0002785453,0.0001022701,0.00001040165,0.0001817691,0.0003366966,0.00001020175,0.0000946674,0.0007551222,0.959553,0.03858972],"study_design_scores_gemma":[0.00003390488,0.00005519558,0.001129839,0.000883179,0.00002052094,0.0006454498,0.001678802,0.00002869381,0.0000705722,0.002748062,0.9926806,0.00002508099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001834345,0.01657814,0.002995199,0.771564,0.04308298,0.0002029954,0.0006295264,0.00143032,0.1616825],"genre_scores_gemma":[0.011497,0.01898306,0.006559709,0.5833812,0.01623868,0.0003088468,0.0004769737,0.0006021175,0.3619524],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.147658,"threshold_uncertainty_score":0.4939652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685131779119367,"score_gpt":0.3526451696286033,"score_spread":0.3357938518374096,"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."}}