{"id":"W2022905081","doi":"10.3148/73.3.2012.122","title":"Patient Reports of: Lifestyle Advice in Primary Care","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group; University of Guelph","funders":"","keywords":"Primary care; Advice (programming); Medicine; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008196,0.000126344,0.0002769848,0.0005607369,0.0005975757,0.0007462747,0.000243417,0.0006682401,0.00355336],"category_scores_gemma":[0.01909375,0.0001683924,0.0001982608,0.0006258687,0.000383182,0.0003583562,0.0004795895,0.0006881399,0.0002893559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000723589,"about_ca_system_score_gemma":0.0009104945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007888733,"about_ca_topic_score_gemma":0.00997712,"domain_scores_codex":[0.9974024,0.001231829,0.0003370498,0.0001576635,0.0007209884,0.000150032],"domain_scores_gemma":[0.9851921,0.005354669,0.006185736,0.0003661836,0.0013953,0.001505985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140987,0.000178901,0.9793906,0.0001503274,0.00005120583,0.0001609317,0.00320744,0.00003709789,0.0001912533,0.00002136245,0.001168005,0.01532874],"study_design_scores_gemma":[0.00003381223,0.000466335,0.9932436,0.000113861,0.00005224246,0.0008119828,0.003044105,0.0001774294,0.0001101265,0.00003855712,0.001893947,0.00001390552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945616,0.0009078435,0.00007814588,0.001432206,0.00002100776,0.00003295216,0.0003255734,0.00001332795,0.002627411],"genre_scores_gemma":[0.9990525,0.000248543,0.0001374782,0.0002875607,0.00001812076,0.00001569494,0.00009328528,0.000001164268,0.0001455982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007888733,"threshold_uncertainty_score":0.01568562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09476004822630722,"score_gpt":0.482449730443372,"score_spread":0.3876896822170648,"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."}}