{"id":"W4282982785","doi":"10.46747/cfp.6806452","title":"Family medicine growth rings","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dendrochronology; Family tree; Computer science; Annual growth %; Data science; Archaeology; Geography; Genealogy; History; Forestry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057339,0.0001295504,0.0002806568,0.0001530547,0.002872237,0.000007500567,0.0004114476,0.00004717766,0.00002698505],"category_scores_gemma":[0.0001127486,0.0001325066,0.00007240867,0.0004893926,0.0005730016,0.00007263263,0.00005912266,0.0002795443,0.00008702886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208098,"about_ca_system_score_gemma":0.0005433213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5414093,"about_ca_topic_score_gemma":0.1170024,"domain_scores_codex":[0.9982634,0.0002807589,0.0001798434,0.0003009264,0.0003084463,0.0006666573],"domain_scores_gemma":[0.9990749,0.0001369935,0.00006426637,0.0001581816,0.00007404972,0.0004916415],"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":[0.000005030487,0.00002159955,0.0009648655,0.000003974437,0.00004008092,0.00003869439,0.007275141,0.00001265089,0.0002619687,0.1486308,0.8312103,0.01153485],"study_design_scores_gemma":[0.0001202042,0.00005260458,0.006939076,0.000004131468,0.00001484888,7.227401e-8,0.01100679,0.000007405718,6.604891e-7,0.01107297,0.9706208,0.0001604999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02135889,0.002222741,0.00002973986,0.01835728,0.001306847,0.0001716853,0.00004048886,0.00008753215,0.9564248],"genre_scores_gemma":[0.7151611,0.0001311313,0.00003008942,0.2778848,0.0009108331,0.00007775793,0.00001453193,0.00001908788,0.005770579],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9506542,"threshold_uncertainty_score":0.9984259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06004451771882748,"score_gpt":0.290114646385294,"score_spread":0.2300701286664665,"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."}}