{"id":"W6958786645","doi":"10.6084/m9.figshare.c.5645438","title":"Process evaluation for the Care Homes Independent Pharmacist Prescriber Study (CHIPPS)","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Peanut Plant Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacist; Medication therapy management; Intervention (counseling); Quarter (Canadian coin); Qualitative property; Data collection; Pharmaceutical care; Clinical pharmacy; Quality 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001381718,0.0002279355,0.0002217609,0.00001588096,0.0002635769,0.0001384788,0.0004879991,0.0001087385,0.3015031],"category_scores_gemma":[0.0006839913,0.00006910148,0.0001081939,0.0001807165,0.000008919627,0.00003098475,0.0002232576,0.0001929374,0.00004474533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004570688,"about_ca_system_score_gemma":0.00005015092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003707,"about_ca_topic_score_gemma":0.004427187,"domain_scores_codex":[0.9981945,0.0001308614,0.0001292893,0.0004388196,0.0008173191,0.000289251],"domain_scores_gemma":[0.9990054,0.0003503948,0.0001231596,0.00009745471,0.0003698538,0.00005374126],"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":[0.0000110867,0.00007549237,0.0002133579,0.000260511,0.0001338518,0.000006169706,0.000238028,0.000001741489,0.00004507828,9.383895e-8,0.9724786,0.02653603],"study_design_scores_gemma":[0.0003278615,0.0001226637,0.01393847,0.0009211411,0.00007646822,0.000002249362,0.004306027,0.00004485227,0.00007973197,0.000004573124,0.9799201,0.0002558007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001163412,0.04939966,3.188496e-8,0.0002947849,0.0002431391,0.009860205,0.8303821,0.0002040469,0.1084526],"genre_scores_gemma":[0.06492547,0.0001496924,0.000002303412,0.00008476195,0.001826443,0.009706207,0.8018382,0.00001051528,0.1214565],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3014583,"threshold_uncertainty_score":0.6991354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690466971035869,"score_gpt":0.3838451231363098,"score_spread":0.2147984260327229,"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."}}