{"id":"W2472457392","doi":"10.12927/whp.2016.24673","title":"Strategic Documentation of Violence against Healthcare: Towards a Methodology for Accountability","year":2016,"lang":"en","type":"article","venue":"World health & population","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Documentation; Public relations; Health care; Public health; Political science; Human rights; Business; Medicine; Nursing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5539268,0.001710158,0.002157376,0.02440728,0.009875303,0.02291676,0.007133978,0.006580614,0.002694099],"category_scores_gemma":[0.5861118,0.002009668,0.001868323,0.01341918,0.03136909,0.02500743,0.02269476,0.008110872,0.0010701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01324435,"about_ca_system_score_gemma":0.06394347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704572,"about_ca_topic_score_gemma":0.00700489,"domain_scores_codex":[0.2908985,0.6176592,0.0528799,0.007550334,0.02883456,0.002177476],"domain_scores_gemma":[0.2159997,0.4903791,0.06401537,0.1196228,0.1043964,0.005586616],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001812847,0.0004246111,0.01588858,0.00324316,0.0001570646,0.0003878869,0.1943059,0.00121933,0.001611076,0.5011683,0.01066761,0.2707453],"study_design_scores_gemma":[0.0002753016,0.0006976089,0.01107155,0.01828735,0.0002663484,0.0009327777,0.1548985,0.008341569,0.005711254,0.5514809,0.2475074,0.0005294422],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01379759,0.002135357,0.9020085,0.0454538,0.001002494,0.01231142,0.0006019985,0.0005908116,0.02209793],"genre_scores_gemma":[0.1051244,0.000983246,0.8745002,0.001962484,0.0002888071,0.01423747,0.0003356226,0.0001340353,0.002433849],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5539268,"threshold_uncertainty_score":0.5500877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3296416069688621,"score_gpt":0.5494992497321272,"score_spread":0.219857642763265,"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."}}