{"id":"W4392902276","doi":"10.46747/cfp.7003153_1","title":"Complex, responsive primary care","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Computer science; Data science; Primary health care; World Wide Web; Primary (astronomy); Medicine; Family medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01711516,0.0005568694,0.0007139229,0.0009118876,0.006820501,0.007823902,0.002593783,0.009982397,0.02575898],"category_scores_gemma":[0.06441934,0.0006223447,0.0008431937,0.0007496004,0.007186381,0.008481081,0.01342448,0.01965841,0.005158138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009209701,"about_ca_system_score_gemma":0.01774084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003883086,"about_ca_topic_score_gemma":0.01002127,"domain_scores_codex":[0.981066,0.008476098,0.0005914784,0.002298038,0.005334456,0.002233975],"domain_scores_gemma":[0.9465733,0.01453416,0.002047541,0.002566816,0.006191215,0.02808711],"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":[0.00005960058,0.0003218059,0.003512636,0.0007053147,0.00008440389,0.001364758,0.01227373,0.0004918652,0.0006928587,0.08547936,0.7834843,0.1115294],"study_design_scores_gemma":[0.00008409987,0.0002058592,0.003737252,0.001571539,0.00003184075,0.001352296,0.00962713,0.0005932828,0.0002169108,0.1320928,0.8504028,0.00008418782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0035519,0.006070143,0.008842916,0.9386737,0.01164501,0.0001028556,0.0001214998,0.0002387779,0.0307532],"genre_scores_gemma":[0.1774115,0.01018578,0.02002441,0.7392032,0.02619677,0.0006782467,0.0002668634,0.000328553,0.02570469],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02575898,"threshold_uncertainty_score":0.09051472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06366562185601839,"score_gpt":0.3754017717032471,"score_spread":0.3117361498472287,"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."}}