{"id":"W4389159675","doi":"10.1093/ijpp/riad074.fm001","title":"Collaborating for better care","year":2023,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Keele University; University of Aberdeen; King's College London","keywords":"Medicine; Nursing; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161954,0.00009408561,0.0001366441,0.0002993811,0.0003156129,0.00004093782,0.0003438812,0.00005141764,0.0005143832],"category_scores_gemma":[0.003558777,0.00008248377,0.0000799079,0.0003702884,0.00001670795,0.000977668,0.00006123824,0.0004556681,0.0003572237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975269,"about_ca_system_score_gemma":0.001971935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002723534,"about_ca_topic_score_gemma":0.00001183752,"domain_scores_codex":[0.9980196,0.0003603201,0.0007290989,0.0001116856,0.0005817565,0.0001975602],"domain_scores_gemma":[0.9887356,0.002108054,0.001049601,0.00007663074,0.007943889,0.00008622535],"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":[0.00863416,0.0002285787,0.01566613,0.0001900624,0.0005875495,0.0001149403,0.03976755,0.0002896824,0.02134417,0.008182002,0.8757518,0.0292434],"study_design_scores_gemma":[0.00336219,0.00005246851,0.000831178,0.0001342912,0.00005459762,0.00001880298,0.03966881,0.0006402856,0.0008976221,0.000358645,0.9538907,0.00009035993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5873093,0.0008938991,0.01163162,0.2829778,0.07803057,0.001888477,0.0003209212,0.0002150335,0.03673233],"genre_scores_gemma":[0.963945,0.0001210007,0.008382482,0.01755361,0.005726398,0.0001163076,0.00009730968,0.00003393441,0.004024012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3766356,"threshold_uncertainty_score":0.5632135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07977115824525338,"score_gpt":0.5855955075662116,"score_spread":0.5058243493209582,"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."}}