{"id":"W109179436","doi":"10.1177/082585970402000406","title":"Physician Practices for Prescribing Supplemental Oxygen in the Palliative Care Setting","year":2004,"lang":"en","type":"article","venue":"Journal of Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Capital District Health Authority; Dalhousie University","funders":"","keywords":"Palliative care; Medicine; Family medicine; MEDLINE; Nursing; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000384377,0.0002524459,0.0005786711,0.0001799548,0.000120046,0.00003602521,0.0002902902,0.0000934881,0.00001683454],"category_scores_gemma":[0.00124487,0.0001717696,0.0003718084,0.0002931182,0.00008797314,0.0002914231,0.00004174706,0.0004739925,0.000002352687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007564785,"about_ca_system_score_gemma":0.000483489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001424371,"about_ca_topic_score_gemma":0.0003140407,"domain_scores_codex":[0.9979305,0.0001360014,0.0007251953,0.0002234432,0.0006457853,0.0003390391],"domain_scores_gemma":[0.9958526,0.0006797628,0.001696447,0.0001870409,0.001492569,0.00009154067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001226585,0.0003126526,0.4320706,0.00170127,0.0007726102,0.0002693902,0.5454333,0.0007541256,0.007965105,0.0008362677,0.002085772,0.006572303],"study_design_scores_gemma":[0.008597389,0.002301345,0.1136259,0.005540248,0.0005616955,0.000006047962,0.8024686,0.00002813174,0.03542319,0.0004935381,0.03065154,0.0003023143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694754,0.02058387,0.001288677,0.004253901,0.0003584996,0.001412387,0.0003729559,0.00001538975,0.002238862],"genre_scores_gemma":[0.9846292,0.0005643805,0.01277243,0.001134022,0.0007136933,0.00003314505,0.0001070501,0.00002954851,0.00001660338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3184446,"threshold_uncertainty_score":0.7004561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522848901239735,"score_gpt":0.4587902548161245,"score_spread":0.306505364692151,"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."}}