{"id":"W2907045828","doi":"10.1111/cea.13330","title":"Anthony J Frew","year":2018,"lang":"en","type":"article","venue":"Clinical & Experimental Allergy","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Library science; Ophthalmology; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001265418,0.001229815,0.0006857017,0.001287545,0.00235853,0.003821333,0.001388825,0.00468282,0.1735213],"category_scores_gemma":[0.009909641,0.0004688462,0.0005709812,0.0005370757,0.0008510152,0.003183369,0.003003435,0.009590882,0.07430961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741353,"about_ca_system_score_gemma":0.003424487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822177,"about_ca_topic_score_gemma":0.006970248,"domain_scores_codex":[0.9985229,0.0002235208,0.00006697962,0.0003300237,0.0006240065,0.0002325087],"domain_scores_gemma":[0.9968946,0.0004843165,0.0001369805,0.0001139824,0.000898671,0.001471347],"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":[0.000005658614,0.000007354698,0.00003709978,0.0000269883,9.845086e-7,0.00008506044,0.00002529206,0.000005527443,0.000024188,0.0007115384,0.9880143,0.01105592],"study_design_scores_gemma":[0.000003520827,0.000006735846,0.00009450466,0.00009586674,0.000001307962,0.0004858793,0.0000791682,0.000009302224,0.00002631477,0.0005014519,0.9986911,0.00000477931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008334368,0.05489285,0.001049072,0.3998751,0.3656521,0.0001067372,0.0004460725,0.000475551,0.1766691],"genre_scores_gemma":[0.007783147,0.03425384,0.0009774269,0.1994924,0.05749804,0.0001825186,0.000343203,0.000443223,0.6990262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8264787,"threshold_uncertainty_score":0.5804867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638560912960992,"score_gpt":0.560968713662914,"score_spread":0.3971126223668148,"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."}}