{"id":"W7048144199","doi":"","title":"Improving health care globally: a critical review of the necessity of family medicine research and recommendations to build research capacity.","year":2004,"lang":"en","type":"other","venue":"Radboud Repository (Radboud University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Health care; Alternative medicine; Participatory action research; Work (physics); Citizen journalism; Theme (computing); International health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1108733,0.002116989,0.003627077,0.01820239,0.003217113,0.009306012,0.005188115,0.0108936,0.003971374],"category_scores_gemma":[0.1958416,0.001773603,0.00291655,0.01745199,0.010528,0.01938348,0.004598002,0.01171633,0.00101925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02870057,"about_ca_system_score_gemma":0.04487136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03467288,"about_ca_topic_score_gemma":0.0697539,"domain_scores_codex":[0.9563556,0.02523079,0.007488893,0.0017055,0.007845364,0.001373857],"domain_scores_gemma":[0.6721699,0.2554362,0.0133779,0.003674142,0.05050923,0.004832522],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002649961,0.0000674652,0.001569061,0.06926508,0.0005064655,0.0003675504,0.004945219,0.0003929403,0.0001749439,0.01584654,0.4232332,0.4833667],"study_design_scores_gemma":[0.0001133967,0.0001797684,0.006595695,0.2163683,0.0007873611,0.0005427698,0.008593585,0.0003553467,0.0002411868,0.01798781,0.7480513,0.0001835418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008367986,0.9331623,0.0001216213,0.06228554,0.004026838,0.00002596175,0.0000241558,0.000006561368,0.0002634489],"genre_scores_gemma":[0.003840892,0.9695584,0.0009767996,0.02207126,0.003181452,0.0001254279,0.00004562744,0.00001237579,0.0001877576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8891267,"threshold_uncertainty_score":0.5863609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957152496389974,"score_gpt":0.3619802001433037,"score_spread":0.302408675179404,"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."}}