{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005049116,0.0002350544,0.0005166361,0.00007972765,0.0004570514,0.000009648543,0.0006648256,0.0007007706,0.001416906],"category_scores_gemma":[0.003498068,0.0001363741,0.00005842307,0.0002763695,0.0001228851,0.0003371903,0.0002747926,0.004814925,0.001739967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915162,"about_ca_system_score_gemma":0.0005143798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320625,"about_ca_topic_score_gemma":0.00001464837,"domain_scores_codex":[0.9959035,0.00112215,0.0008728179,0.0005417782,0.000924573,0.0006351815],"domain_scores_gemma":[0.9914209,0.006455511,0.000632475,0.0007805423,0.0003284778,0.0003821574],"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":[0.000418748,0.00002577444,0.06923342,0.0003329246,0.00008575392,0.00002606808,0.08613054,0.000001776016,0.001446796,0.001711812,0.8055256,0.0350608],"study_design_scores_gemma":[0.001064303,0.0004645965,0.03771554,0.00106412,0.0001528591,0.0000184597,0.09576661,0.00001941269,0.000009844715,0.0002010606,0.8633635,0.0001597068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2915464,0.00703479,0.0001401414,0.5606965,0.008488925,0.002630492,0.00002703528,0.0001390041,0.1292968],"genre_scores_gemma":[0.8090557,0.002856096,0.0002843813,0.1677384,0.004617028,0.00008041168,0.00005886789,0.00005449802,0.01525457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5175093,"threshold_uncertainty_score":0.9994959,"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."}}