{"id":"W7097254904","doi":"","title":"Data and cooperative work in Health Services: French specificities and comparisons with other countries","year":2011,"lang":"en","type":"article","venue":"","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; Health data; Work (physics); Set (abstract data type); Data set; Health services; Health information; Information system; Articulation (sociology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008728473,0.0001934382,0.0002662684,0.005595372,0.004150262,0.005400629,0.0006128273,0.0008660952,0.004985164],"category_scores_gemma":[0.01244755,0.0001380829,0.0003334415,0.01033742,0.003880447,0.002338881,0.002819111,0.0007525735,0.0003229177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01419285,"about_ca_system_score_gemma":0.00804837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3056052,"about_ca_topic_score_gemma":0.1950475,"domain_scores_codex":[0.9900108,0.005762696,0.0003810276,0.0004985448,0.001344341,0.002002555],"domain_scores_gemma":[0.9847807,0.007423496,0.001843575,0.0007392421,0.003404963,0.001808129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002856136,0.0001639901,0.4589384,0.0005769987,0.0001488729,0.002252761,0.1472992,0.001319819,0.0006147795,0.2001684,0.01227057,0.1759607],"study_design_scores_gemma":[0.00002413834,0.0001582236,0.6165329,0.0009363267,0.00003925107,0.001299703,0.1568215,0.00063861,0.0004032106,0.004823271,0.2182635,0.00005940577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.825399,0.02087307,0.001586536,0.03597051,0.000195293,0.00004354402,0.001051861,0.00004438659,0.1148359],"genre_scores_gemma":[0.9943132,0.002221969,0.0003621039,0.000768124,0.00004358995,0.000012175,0.0001841575,0.00001015977,0.002084386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056052,"threshold_uncertainty_score":0.6076527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604302495092174,"score_gpt":0.4053739807951882,"score_spread":0.2449437312859708,"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."}}