{"id":"W4408805834","doi":"10.63485/3q5rv-x7w21","title":"The state of OA","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Computer science; Algorithm","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":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.01284806,0.0003172625,0.0007124334,0.002823778,0.002951517,0.01351083,0.001287632,0.003997031,0.03431312],"category_scores_gemma":[0.03671286,0.0003699469,0.0006579364,0.003968847,0.009843952,0.008847523,0.005607949,0.005328017,0.005735854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006101901,"about_ca_system_score_gemma":0.01503069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394407,"about_ca_topic_score_gemma":0.02087959,"domain_scores_codex":[0.9915223,0.002384809,0.001060668,0.001232112,0.002541919,0.001258151],"domain_scores_gemma":[0.9811436,0.006241144,0.001694119,0.002056763,0.004996183,0.003868361],"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":[0.0001250536,0.00005424039,0.002593196,0.001478893,0.00005767322,0.0002123294,0.004093207,0.0001200574,0.0003142322,0.3853354,0.2048175,0.4007982],"study_design_scores_gemma":[0.00001475179,0.00002649062,0.001539841,0.002364484,0.00001649823,0.0002614518,0.002036151,0.00003344228,0.00009269391,0.02927812,0.964313,0.00002303133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007162851,0.321051,0.003484442,0.4785077,0.0189898,0.00004477313,0.0006132062,0.0001459635,0.1700003],"genre_scores_gemma":[0.3205023,0.3765518,0.005694015,0.1623326,0.03390114,0.0002755357,0.001319377,0.0006803938,0.0987429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9987124,"threshold_uncertainty_score":0.1147888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.33863341403196,"score_gpt":0.5589322597307093,"score_spread":0.2202988456987493,"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."}}