{"id":"W2010295621","doi":"10.3821/1913-701x(2008)141[s23a:dasp]2.0.co;2","title":"Developing a specialty practice*","year":2008,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Specialty; Medical education; Medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007704956,0.0003495016,0.0003980056,0.0007320656,0.001963025,0.0002708413,0.0006831744,0.0001030013,0.0006549179],"category_scores_gemma":[0.0006828779,0.0003708416,0.0001134733,0.001151244,0.0001782848,0.001499542,0.00007939967,0.0007951205,0.0001449083],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652202,"about_ca_system_score_gemma":0.005937633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2877315,"about_ca_topic_score_gemma":0.473329,"domain_scores_codex":[0.9971296,0.00005534217,0.0007078009,0.0003941042,0.0004724105,0.001240754],"domain_scores_gemma":[0.9976476,0.00007183532,0.0004854113,0.0002442046,0.001095304,0.0004556426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001227413,0.00006788399,0.01046703,0.0007138745,0.0003171008,0.4772044,0.0007141923,0.0001799822,0.0002992941,0.0176593,0.2461375,0.2461167],"study_design_scores_gemma":[0.0005831937,0.000004578133,0.00005010422,0.00001445288,0.00003100633,0.3185616,0.00001735237,0.0003396384,0.0000561726,0.0002015587,0.679795,0.0003454447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411842,0.00136169,0.0006956998,0.005452703,0.01037137,0.0007647603,0.00007695219,0.0002160757,0.03987653],"genre_scores_gemma":[0.9724172,0.001525275,0.000499812,0.01873882,0.006290209,0.00001502451,0.00001553103,0.00006367864,0.0004343883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4336575,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07134075131373213,"score_gpt":0.2818075334526076,"score_spread":0.2104667821388755,"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."}}