{"id":"W2286512891","doi":"10.7939/r3f766725","title":"Data to inform primary care: The Canadian Primary Care Sentinel Surveillance Network (CPCSSN)","year":2014,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Primary care; Primary (astronomy); Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004116785,0.0001225619,0.0002502486,0.000101056,0.001856757,0.00001401855,0.0009964167,0.000201455,0.0004499343],"category_scores_gemma":[0.0001049669,0.0001073956,0.00003784926,0.0003527306,0.0000835144,0.000673756,0.0006884949,0.0005123511,0.0003960777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282649,"about_ca_system_score_gemma":0.002318694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09903026,"about_ca_topic_score_gemma":0.3563586,"domain_scores_codex":[0.9984458,0.0002433947,0.000312167,0.0002003574,0.0002715256,0.0005267168],"domain_scores_gemma":[0.9976368,0.000719218,0.0001994503,0.0008394974,0.00009930446,0.0005057285],"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":[0.0001265851,0.000008075572,0.2120089,0.002033507,0.00002188183,0.000002045863,0.03590972,0.00009728986,2.979964e-7,0.003073892,0.7403433,0.006374453],"study_design_scores_gemma":[0.0003570206,0.00002528548,0.19752,0.0002058842,0.000008643679,3.277692e-7,0.003030075,0.0003078477,1.528456e-7,0.00001564407,0.7984281,0.000101021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07322747,0.0001908124,0.0001199031,0.03043376,0.0007672816,0.0009403918,0.0001683422,0.00009414375,0.8940579],"genre_scores_gemma":[0.8606398,0.0002682091,0.003593243,0.08654291,0.001390845,0.000003390181,0.01674787,0.00005691354,0.03075686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.863301,"threshold_uncertainty_score":0.9994427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0733098573302147,"score_gpt":0.2936884665260369,"score_spread":0.2203786091958222,"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."}}