{"id":"W4394858783","doi":"10.46747/cfp.7004224","title":"Planetary health lens for primary care","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atlantic School of Theology; Hamilton Regional Laboratory Medicine Program; College of Family Physicians of Canada","funders":"","keywords":"Limiting; Lens (geology); Human health; Primary care; Climate change; Primary health care; Environmental science; Health care; Environmental health; Physics; Medicine; Optics; Engineering; Economics; Economic growth; Ecology; Biology; Mechanical engineering; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007548066,0.0001311264,0.0001530521,0.00006670343,0.0002326646,0.00004653981,0.0001287433,0.00004872631,0.00002993473],"category_scores_gemma":[0.000001399922,0.0001331191,0.00005486417,0.0001731102,0.00004836815,0.0001662755,0.00001914967,0.0001081822,0.0008668898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505943,"about_ca_system_score_gemma":0.0003613567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04715991,"about_ca_topic_score_gemma":0.115681,"domain_scores_codex":[0.9987596,0.00001434739,0.0001319229,0.0002879312,0.000117318,0.0006889129],"domain_scores_gemma":[0.9991804,0.00003147532,0.00002104524,0.0001834475,0.00000450162,0.0005791113],"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":[0.000005595149,0.000008050677,0.000281694,0.0005301592,0.000007711141,0.00002800609,0.001292794,0.00003897775,0.0004336103,0.0002217963,0.6777895,0.3193621],"study_design_scores_gemma":[0.000105273,0.000128703,0.03123564,0.0001505631,0.000007975056,7.509535e-7,0.0007032324,0.0001337137,0.00001475274,0.0002934446,0.9670419,0.000184084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.117589,0.02404928,0.00005679992,0.0185201,0.002367394,0.0023452,0.005605338,0.0003287991,0.829138],"genre_scores_gemma":[0.3122402,0.0004426684,0.0003629689,0.6830544,0.0009616256,0.0000835489,0.002196187,0.00008613758,0.0005722014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8285658,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0486515707149987,"score_gpt":0.2731241474238878,"score_spread":0.2244725767088891,"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."}}