{"id":"W4417102734","doi":"10.1503/cmaj.251156","title":"A family like this","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Table (database); Immigration; Key (lock); Family doctors","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009164515,0.0001092646,0.0002155002,0.0004308091,0.0008476676,0.0002173293,0.0002576451,0.0001683842,0.04634606],"category_scores_gemma":[0.0007039978,0.00009923339,0.000161329,0.0001432518,0.0001054455,0.0001660197,0.00001006073,0.0007161837,0.0008291004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159142,"about_ca_system_score_gemma":0.002726694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01097436,"about_ca_topic_score_gemma":0.2896314,"domain_scores_codex":[0.9981623,0.0001702945,0.0003551987,0.0001330834,0.0008210086,0.0003581017],"domain_scores_gemma":[0.998426,0.00009991727,0.0001543651,0.00009709035,0.0005330264,0.0006895773],"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":[0.000002090673,0.00001361789,0.00164509,0.000003206411,0.0001496162,0.00007479682,0.00381729,4.330865e-7,0.000002665562,0.008571598,0.9730867,0.01263292],"study_design_scores_gemma":[0.0002676875,0.00001774157,0.0007920822,0.00003458479,0.00004553076,0.00000430131,0.003225124,0.00007001175,0.000001402362,0.0006074759,0.9948329,0.0001011821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01798606,0.001867525,0.00005767624,0.07234039,0.006453836,0.0001025888,0.00004156064,0.00004870105,0.9011016],"genre_scores_gemma":[0.4517312,0.0001765619,0.00004508018,0.09686069,0.005264322,0.00001127021,0.00001538085,0.00002378399,0.4458717],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.45523,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120217282242068,"score_gpt":0.2196720150229388,"score_spread":0.207650286798732,"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."}}