{"id":"W7011448077","doi":"","title":"Medical students' interest in being family doctors on decline in Canada","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family doctors; MEDLINE; Family health; Family member","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002149618,0.0001878435,0.000264028,0.000121763,0.000008074143,0.00002555922,0.0003876846,0.0001263992,0.01169493],"category_scores_gemma":[0.000122187,0.000194333,0.00003644012,0.00001862776,0.00002074438,1.767074e-7,0.0001013319,0.0003721825,0.000879744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914583,"about_ca_system_score_gemma":0.00006746998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7313455,"about_ca_topic_score_gemma":0.9668612,"domain_scores_codex":[0.9985693,0.00001757528,0.000427173,0.00009908435,0.0005834152,0.0003034892],"domain_scores_gemma":[0.9995183,0.000139293,0.0000438268,0.0001620522,0.00001594926,0.0001206221],"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":[0.00000966373,0.00001647382,0.00009825418,0.0002139767,0.00002277191,0.000102967,0.00003623568,0.02083617,3.566231e-7,0.00001199854,0.9746071,0.004044021],"study_design_scores_gemma":[0.0003665017,0.00002501562,0.0007219513,0.0007332516,0.000002401681,0.000001954128,0.00004800723,0.002012864,0.000005259573,0.0000170152,0.995887,0.0001787548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04650102,0.0000653986,1.352516e-7,0.00006190296,0.0002609113,0.000149465,0.00003070144,0.0001644482,0.952766],"genre_scores_gemma":[0.5573146,0.0007177045,0.00004143552,0.0001616262,0.0001152313,0.0000268751,0.00003872061,0.0003008136,0.441283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5114831,"threshold_uncertainty_score":0.9998982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007753112100349911,"score_gpt":0.2017349698078315,"score_spread":0.1939818577074816,"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."}}