{"id":"W2607730335","doi":"10.1177/0269216317701891","title":"What is stable pain control? A prospective longitudinal study to assess the clinical value of a personalized pain goal","year":2017,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Alberta","funders":"Human Resources and Skills Development Canada","keywords":"Medicine; Cancer pain; Palliative care; Physical therapy; Personalized medicine; Prospective cohort study; Pain assessment; Cancer; Pain management; Internal medicine; Bioinformatics; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00456234,0.0002330177,0.0004364105,0.0007641357,0.000559655,0.001025284,0.0004094156,0.0008302393,0.0012509],"category_scores_gemma":[0.01058017,0.000225945,0.000519196,0.0007847568,0.0003640397,0.001095713,0.0003336005,0.001049263,0.0002257547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325967,"about_ca_system_score_gemma":0.000398893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611093,"about_ca_topic_score_gemma":0.001401973,"domain_scores_codex":[0.9986785,0.000713873,0.0001180791,0.0002003772,0.0001682889,0.0001207613],"domain_scores_gemma":[0.9923483,0.002170035,0.003503354,0.0004545565,0.0006752602,0.000848502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005123236,0.0002076486,0.9972386,0.00001560909,0.00007180305,0.00003319106,0.0001267078,0.00002979978,0.00007404623,0.00003029693,0.0001042308,0.001555732],"study_design_scores_gemma":[0.000079792,0.001408037,0.99733,0.00002306702,0.00006821348,0.0001743597,0.0002113112,0.0003483414,0.00004828846,0.0001023844,0.0001960265,0.00001023944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982556,0.0004640112,0.0002686198,0.000136794,0.00001288764,0.00005789946,0.0004035986,0.000004947563,0.000395648],"genre_scores_gemma":[0.9989967,0.0001067388,0.0002073863,0.0001008914,0.00001782857,0.00006260897,0.0004315451,0.000001728116,0.00007453195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00456234,"threshold_uncertainty_score":0.0241282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188166518981294,"score_gpt":0.4309006238592178,"score_spread":0.3120839719610884,"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."}}