{"id":"W4409428302","doi":"10.46747/cfp.7104263","title":"Journey of a pill","year":2025,"lang":"en","type":"review","venue":"Canadian Family Physician","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Hamilton Health Sciences; University of Ottawa; McMaster University","funders":"","keywords":"Pill; Computer science; World Wide Web; Data science; Medicine; Pharmacology","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":[0.001525185,0.0005593995,0.0006411023,0.001672312,0.001215456,0.003761543,0.0009268937,0.001043329,0.0390561],"category_scores_gemma":[0.01319211,0.000481236,0.001958134,0.00355451,0.0005531199,0.006087514,0.002269126,0.001770418,0.009086127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545534,"about_ca_system_score_gemma":0.005510531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01945081,"about_ca_topic_score_gemma":0.02751951,"domain_scores_codex":[0.9979222,0.0005523064,0.0003443256,0.0002830166,0.0006436328,0.0002546294],"domain_scores_gemma":[0.9955204,0.0009978028,0.001137477,0.0002302632,0.00165251,0.0004614799],"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":[0.0007089496,0.0001297403,0.11839,0.01812502,0.001248027,0.002043241,0.006875515,0.001973204,0.0009159636,0.02134398,0.1590259,0.6692204],"study_design_scores_gemma":[0.00004162934,0.0004327748,0.07555432,0.008208575,0.0007688743,0.003176288,0.0111229,0.0006326796,0.0005901532,0.005480936,0.8938953,0.0000955267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2164459,0.1887855,0.0188805,0.08655238,0.003040474,0.001242838,0.07953954,0.001163817,0.4043491],"genre_scores_gemma":[0.6891429,0.1714034,0.03396425,0.01650501,0.0007969358,0.0008334068,0.03192562,0.0005406041,0.05488792],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0390561,"threshold_uncertainty_score":0.1306556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013021104206785,"score_gpt":0.3390346143395825,"score_spread":0.237732503918904,"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."}}