{"id":"W7155666552","doi":"","title":"Point Of Care Risk Assessment (PCRA)","year":2024,"lang":"en","type":"other","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Risk assessment; Point (geometry); Health care; MEDLINE; Health data","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006456072,0.001537452,0.002193517,0.0008503716,0.0004616475,0.0004358755,0.002097785,0.00101911,0.0004887338],"category_scores_gemma":[0.00005526188,0.001215328,0.00108208,0.00114468,0.0006554863,0.0006290099,0.001121884,0.003016829,0.002243217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007893492,"about_ca_system_score_gemma":0.002596916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132954,"about_ca_topic_score_gemma":0.00008157506,"domain_scores_codex":[0.9906802,0.001673261,0.002223413,0.002003378,0.001844381,0.001575336],"domain_scores_gemma":[0.9913384,0.0002317878,0.003862072,0.003735247,0.0001329645,0.0006994826],"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":[0.00005937818,0.0003216242,0.004099321,0.004227253,0.0007558965,0.0002792513,0.001569916,0.000008867091,0.00000856271,0.0004871532,0.9872994,0.0008833843],"study_design_scores_gemma":[0.00069592,0.001898445,0.006119187,0.004691987,0.0004712231,0.00006408472,0.001755205,0.00002553981,0.0001878961,0.0003172302,0.9825038,0.001269447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001210137,0.1009253,0.00002379729,0.004581022,0.009763809,0.004674152,0.00712735,0.003047408,0.868647],"genre_scores_gemma":[0.02485196,0.00243789,0.002603801,0.0007080924,0.004307331,0.0004495786,0.0006973072,0.008063536,0.9558805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09848746,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00806244213380047,"score_gpt":0.2740790734626772,"score_spread":0.2660166313288768,"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."}}