{"id":"W2329337683","doi":"10.7748/ns2003.02.17.21.112.c3337","title":"Growing need","year":2003,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Nursing; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0006105406,0.0001104386,0.0002000099,0.00006466515,0.0009410492,0.000009122999,0.00006803332,0.0001097244,0.0004972527],"category_scores_gemma":[0.0001835217,0.00009938872,0.00005069998,0.0001698773,0.00004632049,0.0001098105,0.000006564503,0.0005224492,0.0001552648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000406715,"about_ca_system_score_gemma":0.0003602221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007371462,"about_ca_topic_score_gemma":0.000003420579,"domain_scores_codex":[0.9983834,0.0003296646,0.000294588,0.0001966839,0.0002382763,0.0005573997],"domain_scores_gemma":[0.9993545,0.0001136605,0.00008037379,0.0002132733,0.00007439572,0.000163783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004143364,0.0002411789,0.1062665,0.0004388749,0.00003007707,0.00002137782,0.02295611,0.00001028383,0.001960678,0.5282738,0.2657995,0.07358733],"study_design_scores_gemma":[0.004053539,0.0001862757,0.01219961,0.005084143,0.00003942393,0.000008047045,0.03127015,0.00002391063,0.0008744989,0.01750138,0.928287,0.0004719963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.485139,0.0008497462,0.006394608,0.009138052,0.006366512,0.0008872443,0.00004091435,0.0005067872,0.4906771],"genre_scores_gemma":[0.9938142,0.00002286954,0.001316388,0.002943044,0.0003814739,0.000001548134,0.000005220699,0.00002852165,0.001486754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6624875,"threshold_uncertainty_score":0.7237884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394668071424072,"score_gpt":0.4216103247953841,"score_spread":0.3776636440811434,"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."}}