{"id":"W4415154878","doi":"10.46747/cfp.7110672","title":"A celebration by family doctors, for family doctors","year":2025,"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":"Family doctors; Event (particle physics); Alternative medicine; MEDLINE; Primary care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001230843,0.0005943743,0.000467504,0.0007029776,0.00811831,0.004121903,0.0007824502,0.003881848,0.3059288],"category_scores_gemma":[0.007101013,0.0004326919,0.0005186536,0.0006622154,0.001249973,0.003755672,0.004300288,0.006200596,0.1036016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183347,"about_ca_system_score_gemma":0.003988156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04600843,"about_ca_topic_score_gemma":0.1102926,"domain_scores_codex":[0.998921,0.0001686262,0.00002041871,0.0001314869,0.0003807688,0.0003777287],"domain_scores_gemma":[0.9956033,0.0002204238,0.000129249,0.0001166683,0.0009291514,0.003001219],"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":[0.000004803116,0.000003756815,0.00004909018,0.000009145229,6.804929e-7,0.00002148198,0.0001025248,0.000001128852,0.00001222189,0.0003530314,0.9956157,0.003826372],"study_design_scores_gemma":[0.000005186665,0.00000488646,0.0004198258,0.00004272426,0.000001056689,0.00007400983,0.0005996256,0.000002968512,0.00001228306,0.0001467071,0.9986865,0.000004173441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002080373,0.009809963,0.0005694851,0.3692223,0.1184324,0.0001313012,0.001799631,0.0007416363,0.4972129],"genre_scores_gemma":[0.01337099,0.004813938,0.0008908123,0.1403552,0.01382236,0.00008879949,0.0007193476,0.0005197325,0.8254188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3059288,"threshold_uncertainty_score":0.9900084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457049220596725,"score_gpt":0.36044552539791,"score_spread":0.3258750331919427,"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."}}