{"id":"W2978851090","doi":"10.1016/j.hcl.2019.07.009","title":"Collaboration in Outreach","year":2019,"lang":"en","type":"article","venue":"Hand Clinics","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Tourniquet; Outreach; Hand surgery; Sedation; Surgery; Nursing; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03255479,0.001058981,0.0008355986,0.002763172,0.02191377,0.01394388,0.003021942,0.00862815,0.1099483],"category_scores_gemma":[0.04255815,0.0008512991,0.0008693156,0.002995069,0.004474746,0.01058918,0.03462161,0.009595254,0.009653225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008460239,"about_ca_system_score_gemma":0.06060938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006303681,"about_ca_topic_score_gemma":0.01517714,"domain_scores_codex":[0.9282961,0.04436094,0.001793096,0.003535963,0.005221179,0.01679275],"domain_scores_gemma":[0.8416732,0.03096335,0.006270933,0.00608859,0.01259918,0.1024048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004611368,0.002778991,0.05308911,0.001766995,0.0001516465,0.004115098,0.08487754,0.0006844288,0.002857371,0.1340824,0.3479391,0.3671961],"study_design_scores_gemma":[0.000267635,0.0007184881,0.03033845,0.003281293,0.00007559459,0.002113153,0.1225162,0.0006798568,0.001016782,0.08215358,0.7567172,0.0001217812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06713144,0.005497289,0.01696784,0.2804399,0.009252926,0.001364317,0.000477818,0.0005331858,0.6183352],"genre_scores_gemma":[0.7928883,0.003010888,0.01067162,0.07755949,0.003273075,0.00165498,0.0004096225,0.0003330533,0.110199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1099483,"threshold_uncertainty_score":0.3678138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960248961183053,"score_gpt":0.3701894065129094,"score_spread":0.3505869169010788,"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."}}