{"id":"W2940065097","doi":"10.1097/acm.0000000000002764","title":"Pathways to Independent Primary Care Clinical Practice: How Tall Is the Shortest Giant?","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"American Water (Canada)","funders":"","keywords":"Scope of practice; Scope (computer science); Workforce; Primary care; Medical education; Medicine; Professional development; Family medicine; Psychology; Health care; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.06120246,0.000310533,0.0008951937,0.00112994,0.004456792,0.009840941,0.002170288,0.00269148,0.005308019],"category_scores_gemma":[0.1362273,0.0004580122,0.0007977175,0.001875328,0.01108026,0.01484858,0.007828372,0.004214443,0.0007717336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008186423,"about_ca_system_score_gemma":0.02122104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00794832,"about_ca_topic_score_gemma":0.01862378,"domain_scores_codex":[0.9391432,0.0481105,0.001409319,0.002838105,0.005914939,0.002583942],"domain_scores_gemma":[0.8694202,0.08407119,0.01248451,0.005536404,0.008108857,0.02037888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01002062,0.004993511,0.2433985,0.004345684,0.0007943259,0.0006547555,0.06211484,0.001672208,0.00152905,0.1986637,0.03114072,0.4406721],"study_design_scores_gemma":[0.003334204,0.01627261,0.3039359,0.01067157,0.0009422032,0.0007537453,0.1921224,0.00378264,0.002175706,0.3578833,0.1076533,0.0004724178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6530376,0.007313433,0.007136727,0.3048933,0.00163328,0.0009342575,0.0006644984,0.00005262037,0.02433425],"genre_scores_gemma":[0.974568,0.0020633,0.00613934,0.01525971,0.000259748,0.0007215497,0.0001808622,0.00003704457,0.0007703641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06120246,"threshold_uncertainty_score":0.3236734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099131923515016,"score_gpt":0.4876840605106739,"score_spread":0.3777708681591722,"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."}}