{"id":"W6958332181","doi":"10.6084/m9.figshare.11986575.v1","title":"Additional file 1 of Effectiveness of confidential reports to physicians on their prescribing of antipsychotic medications in nursing homes","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"","keywords":"Confidentiality; Nursing homes; Antipsychotic; MEDLINE; Medical prescription","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002496558,0.000808612,0.0009783822,0.002633585,0.001150021,0.001369367,0.001499624,0.001141648,0.8503802],"category_scores_gemma":[0.06125975,0.0004596239,0.0008818557,0.004289933,0.0002281466,0.001834113,0.0009911549,0.0009580288,0.1273352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001836988,"about_ca_system_score_gemma":0.002382915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457151,"about_ca_topic_score_gemma":0.01619427,"domain_scores_codex":[0.9974211,0.0005669251,0.0006275648,0.0004122643,0.0006926055,0.0002795069],"domain_scores_gemma":[0.9206342,0.05525528,0.008391974,0.00298171,0.01142397,0.001312775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004890444,0.0001302834,0.002558593,0.001194005,0.00003420544,0.00002183633,0.00005220833,0.0001952781,0.0000188502,0.0005892997,0.9875094,0.007207],"study_design_scores_gemma":[0.01529362,0.001273428,0.1181239,0.01091397,0.0004013722,0.0005478553,0.001563507,0.003531284,0.0009550939,0.009310437,0.8378232,0.000262417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004883895,0.00001675805,0.0001186033,0.00016533,0.00002661335,0.0002093959,0.9951862,0.0001066267,0.003682129],"genre_scores_gemma":[0.03235128,0.0002258735,0.002733767,0.001244794,0.0002702676,0.006791635,0.9172763,0.0004917972,0.03861432],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8503802,"threshold_uncertainty_score":0.2134144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04857018853581196,"score_gpt":0.3655204739596874,"score_spread":0.3169502854238754,"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."}}