{"id":"W2903700699","doi":"10.1093/pm/pnx326","title":"“Do No Harm. Do Some Good.” A Call for Members to Attend the Upcoming Annual AAPM Meeting in Vancouver, BC","year":2017,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Harm; Medicine; Do no harm; Family medicine; Medical emergency; Psychology; Psychiatry; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01346974,0.0002290026,0.0004706293,0.0001796078,0.001740761,0.00001963631,0.0007781863,0.0001486319,0.0004449453],"category_scores_gemma":[0.003877089,0.0001512762,0.00005244223,0.0001512793,0.00008312586,0.0001940935,0.0002914268,0.0005905889,0.0001831744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757836,"about_ca_system_score_gemma":0.0001398279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0177549,"about_ca_topic_score_gemma":0.02056721,"domain_scores_codex":[0.9966238,0.0008190532,0.0007808195,0.0003767877,0.0003646845,0.001034903],"domain_scores_gemma":[0.9953227,0.002901525,0.0004604144,0.0008188196,0.000166748,0.0003297868],"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":[0.0001625225,0.00002730341,0.04045406,0.002322394,0.00003197815,0.000009468091,0.04458434,0.00001572869,0.0000300391,0.001852025,0.8993049,0.01120525],"study_design_scores_gemma":[0.002467054,0.0001911663,0.01180048,0.002478675,0.00003466356,1.048345e-7,0.01773615,0.001932186,9.658947e-7,0.0005934105,0.9625747,0.0001905141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1524912,0.001485839,0.0009243392,0.5787114,0.01287381,0.01282548,0.00008418052,0.0002976004,0.2403062],"genre_scores_gemma":[0.6076457,0.000567926,0.001697285,0.3064496,0.01719982,0.001933224,0.00003509027,0.0001680673,0.0643033],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4551545,"threshold_uncertainty_score":0.9995589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07085393622968628,"score_gpt":0.4614531463846436,"score_spread":0.3905992101549573,"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."}}