{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000681817,0.0007278572,0.0004906946,0.0006365922,0.02007058,0.003924805,0.0006442819,0.001960182,0.1700626],"category_scores_gemma":[0.00284575,0.0002983926,0.0003841194,0.0005094813,0.002131146,0.004362442,0.00366526,0.004485905,0.03932931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399811,"about_ca_system_score_gemma":0.004478299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03871797,"about_ca_topic_score_gemma":0.06832524,"domain_scores_codex":[0.9991664,0.0002097923,0.00001762076,0.0001411001,0.0002230125,0.0002422071],"domain_scores_gemma":[0.9981523,0.00005585388,0.0000679254,0.00007665165,0.0005017366,0.001145388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000399446,0.00008420862,0.002885279,0.00008484165,0.000020159,0.003273443,0.03172358,0.00003191459,0.0009101829,0.01873134,0.8857891,0.05642596],"study_design_scores_gemma":[0.000005848075,0.00002993482,0.001421824,0.0001570833,0.000008326451,0.002845913,0.04165059,0.00001744887,0.00009391445,0.001498954,0.9522453,0.0000249621],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03942899,0.004356114,0.003661077,0.1310326,0.01392359,0.000255256,0.0009807703,0.0009566093,0.8054049],"genre_scores_gemma":[0.1685055,0.00320828,0.001840557,0.05274693,0.0007217459,0.0000845361,0.0003566506,0.0002969927,0.7722387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1700626,"threshold_uncertainty_score":0.568916,"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."}}