{"id":"W2988340905","doi":"10.1007/s00381-019-04400-z","title":"Safety and efficacy of independent allied healthcare professionals in the assessment and management of plagiocephaly patients","year":2019,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Plagiocephaly; Neurosurgery; Health professionals; Health care; Nursing; Family medicine; Surgery; Craniosynostosis","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":[0.002127599,0.0001153765,0.000273841,0.0004406235,0.0007404555,0.0008096506,0.0002911415,0.0007424105,0.002176148],"category_scores_gemma":[0.01639316,0.00009207665,0.0003078164,0.0003257472,0.0003124126,0.00049614,0.0006072518,0.0007397094,0.0002058234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009015675,"about_ca_system_score_gemma":0.002201781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606671,"about_ca_topic_score_gemma":0.005643118,"domain_scores_codex":[0.9983778,0.000827353,0.000136002,0.0001290972,0.0003449506,0.0001847492],"domain_scores_gemma":[0.9917556,0.003475047,0.002472829,0.0002774495,0.0008786521,0.001140449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009682152,0.002899813,0.7741982,0.0003406589,0.0001942421,0.0004161208,0.001537859,0.0003132355,0.0005874247,0.0003134547,0.001584579,0.2079323],"study_design_scores_gemma":[0.0006573958,0.008669973,0.9799128,0.0005277577,0.0002573702,0.0005367072,0.004056358,0.001174896,0.0007364422,0.0003853634,0.003054748,0.0000302619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906385,0.002276586,0.0001251173,0.001128251,0.00005894001,0.00006477907,0.0001556795,0.000007096864,0.005545064],"genre_scores_gemma":[0.9982132,0.0008500842,0.0001640275,0.0003240755,0.00003607002,0.00002933507,0.000104069,0.00000121192,0.0002780066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003606671,"threshold_uncertainty_score":0.01125199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004976530072031363,"score_gpt":0.2626459910114743,"score_spread":0.257669460939443,"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."}}