{"id":"W3173414977","doi":"10.5114/pm.2021.107332","title":"Electronic referrals for palliative and hospice care","year":2021,"lang":"en","type":"article","venue":"Medycyna Paliatywna","topic":"Intellectual Property Rights and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Medicine; Nursing","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":[0.0003078638,0.0001188936,0.0001924228,0.00002969282,0.0005393956,0.00007795722,0.0001294738,0.0001195744,0.0004358307],"category_scores_gemma":[0.0007432759,0.00009072267,0.00007178175,0.0001676931,0.0001639921,0.00009651783,0.0000312601,0.0001437525,0.00003161297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484847,"about_ca_system_score_gemma":0.0005227237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005401156,"about_ca_topic_score_gemma":0.009929205,"domain_scores_codex":[0.998628,0.0001367007,0.0001509058,0.0003056822,0.0002409013,0.0005378272],"domain_scores_gemma":[0.9991058,0.0002179149,0.00004714311,0.0001425262,0.000344054,0.000142543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544608,0.0001342833,0.003358737,0.0002059424,0.0002232347,0.00003461026,0.4201109,0.000001976176,0.002003812,0.4736618,0.03602114,0.06408915],"study_design_scores_gemma":[0.0003860653,0.0001139001,0.0004527031,0.00002947246,0.00003644788,6.258546e-7,0.01920901,0.00001783088,0.003334451,0.005818378,0.9704075,0.0001936011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5614688,0.03055117,0.00184578,0.02476969,0.003035302,0.002657153,0.00008486565,0.0003867331,0.3752005],"genre_scores_gemma":[0.9677393,0.001824904,0.0004528516,0.0008118934,0.0004655069,0.00006995429,0.0000303442,0.00001818837,0.02858706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9343864,"threshold_uncertainty_score":0.554073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199981198737658,"score_gpt":0.3523707306468334,"score_spread":0.3003709186594569,"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."}}