{"id":"W4416690840","doi":"10.46747/cfp.711112729","title":"Tirzepatide for weight loss","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; College of Family Physicians of Canada","funders":"","keywords":"Weight loss; Body weight; Obesity; Excess weight; Weight change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002406699,0.0001860545,0.0004288175,0.0003042105,0.0003006361,0.0001894479,0.0001778318,0.0004362052,0.004734246],"category_scores_gemma":[0.0004401919,0.00007943586,0.000329218,0.0002386666,0.0002486216,0.0001522226,0.0001098158,0.0007711463,0.0008117998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005975936,"about_ca_system_score_gemma":0.0006549556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008048469,"about_ca_topic_score_gemma":0.02130065,"domain_scores_codex":[0.9998276,0.00002697407,0.000008637454,0.0000135164,0.00008746203,0.00003581153],"domain_scores_gemma":[0.9998956,0.00002212718,0.00002570852,0.000006115838,0.00002407033,0.000026303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006312374,0.0008473385,0.004178382,0.00189028,0.0003724521,0.001430577,0.0001170314,0.0001263873,0.02097994,0.00268128,0.09252897,0.8685349],"study_design_scores_gemma":[0.01511571,0.009893956,0.1711503,0.003521088,0.001006295,0.02099518,0.0004233324,0.001037925,0.01553083,0.003864093,0.7573368,0.0001245046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1337237,0.7351232,0.001431641,0.04148648,0.002406245,0.0001727993,0.0003927117,0.0004720132,0.08479127],"genre_scores_gemma":[0.6760845,0.2828503,0.002542385,0.0134595,0.002073676,0.00008322588,0.000439478,0.00004440915,0.0224226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008048469,"threshold_uncertainty_score":0.01600325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384307460759658,"score_gpt":0.2810291514024446,"score_spread":0.267186076794848,"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."}}