{"id":"W2992352037","doi":"10.15173/ijrr.v2i1.4156","title":"International Journal of Risk and Recovery, beginning of an exciting journey","year":2019,"lang":"en","type":"article","venue":"International Journal of Risk and Recovery","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Subspecialty; Library science; Medical education; Editorial board; Management; Psychology; Psychiatry; Medicine; Computer science","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":[0.006234156,0.0006923628,0.001186965,0.001888649,0.003439856,0.008875066,0.0009776065,0.005347457,0.008128549],"category_scores_gemma":[0.01925508,0.0004789074,0.0007076946,0.001049155,0.004529805,0.01072891,0.003694899,0.01719018,0.003539833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002091107,"about_ca_system_score_gemma":0.00820272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549291,"about_ca_topic_score_gemma":0.004129512,"domain_scores_codex":[0.9974231,0.000803209,0.0002536752,0.0001917054,0.0009698339,0.0003585153],"domain_scores_gemma":[0.9834176,0.00443056,0.0006093397,0.0006763472,0.004352787,0.006513343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006148707,0.0001367234,0.0007981829,0.0005667094,0.00002449638,0.0006133845,0.001848156,0.00004578028,0.0002661961,0.02293258,0.8574821,0.1152243],"study_design_scores_gemma":[0.00001072877,0.00006167968,0.001071486,0.001355929,0.00001384532,0.002014081,0.002875261,0.00006659808,0.00006283924,0.01760529,0.9748285,0.00003386136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001228516,0.184212,0.0008975728,0.6178352,0.1815073,0.0000221906,0.00004603721,0.00007048635,0.01418063],"genre_scores_gemma":[0.03299579,0.322557,0.005879213,0.1524275,0.4376141,0.00007450614,0.0001348275,0.0002128305,0.04810429],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.008875066,"threshold_uncertainty_score":0.03296977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474567304092979,"score_gpt":0.3839966292153755,"score_spread":0.3592509561744457,"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."}}