{"id":"W4388673302","doi":"10.46747/cfp.6911807","title":"First 5 years of practice, first 5 years of parenthood","year":2023,"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":"University of British Columbia","funders":"","keywords":"Balance (ability); Medical education; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002425645,0.000249213,0.0004909287,0.001311212,0.006935508,0.003751432,0.001409318,0.001722243,0.01762495],"category_scores_gemma":[0.01283727,0.0003465414,0.000443405,0.0008818385,0.001206525,0.00163022,0.00269336,0.00365734,0.003326114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111487,"about_ca_system_score_gemma":0.02794997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3446019,"about_ca_topic_score_gemma":0.6033099,"domain_scores_codex":[0.9964808,0.0003418384,0.000111347,0.0002210397,0.001577528,0.001267566],"domain_scores_gemma":[0.9783728,0.0007067289,0.001924242,0.0003934432,0.004776079,0.01382679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002711221,0.0009347516,0.3605952,0.0006520091,0.00006594932,0.001503279,0.01912154,0.0002432982,0.001329423,0.009279954,0.2922412,0.3137622],"study_design_scores_gemma":[0.00003248908,0.0003581169,0.7203696,0.001380555,0.00001694697,0.001251879,0.01549283,0.0000870695,0.0002548987,0.001111294,0.2595896,0.00005475904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798143,0.02540076,0.004655642,0.09090811,0.006741097,0.001126244,0.01469749,0.0007300952,0.2759263],"genre_scores_gemma":[0.9168811,0.005941921,0.005178303,0.009197193,0.0006548764,0.0005424975,0.003085002,0.0001144902,0.05840445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446019,"threshold_uncertainty_score":0.6851922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04781823921764084,"score_gpt":0.3633772099838576,"score_spread":0.3155589707662168,"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."}}