{"id":"W4403424128","doi":"10.46747/cfp.7010669","title":"Member dedication, passion highlight of presidency","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":"Passion; Presidency; Data science; Computer science; Medicine; Political science; Psychology; Law","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":[0.001639107,0.0006695904,0.0004977059,0.0008015396,0.009953682,0.004894661,0.001258443,0.003285107,0.2295044],"category_scores_gemma":[0.01056514,0.0003375201,0.0004117782,0.0003925941,0.0009602413,0.002242025,0.00329746,0.008073909,0.08636215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003958689,"about_ca_system_score_gemma":0.01121108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04328387,"about_ca_topic_score_gemma":0.1163864,"domain_scores_codex":[0.9972054,0.0003596009,0.00005413831,0.0002346627,0.001329048,0.000817134],"domain_scores_gemma":[0.9890844,0.0003438425,0.0001728874,0.000199662,0.004975802,0.005223391],"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":[0.000002244163,0.000003079853,0.00005709088,0.000005717405,3.961084e-7,0.0000316755,0.00009476356,0.000002648984,0.00002609472,0.0003846636,0.9957075,0.003684142],"study_design_scores_gemma":[0.000001911069,0.000004543485,0.000342568,0.00003167337,9.895632e-7,0.000141512,0.0005751299,0.00001263302,0.00002757994,0.0001839688,0.9986724,0.000005151523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002741647,0.001913299,0.001287308,0.333757,0.1381923,0.0002795602,0.0007844267,0.001223469,0.5198209],"genre_scores_gemma":[0.01525687,0.0009458698,0.0008551079,0.07522192,0.01339489,0.0001864846,0.0004530838,0.0006585731,0.8930273],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2295044,"threshold_uncertainty_score":0.7677687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450978282411511,"score_gpt":0.3711940730540257,"score_spread":0.3260962448128746,"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."}}