{"id":"W2782197206","doi":"","title":"Opportunities in Recovery Research","year":2017,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Business","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":[0.1073402,0.0009446501,0.002401109,0.006423885,0.01929401,0.02180388,0.004267924,0.01683345,0.05808812],"category_scores_gemma":[0.06516124,0.0009652844,0.00153665,0.00430906,0.03156698,0.05065129,0.02585911,0.0197405,0.006713284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006584003,"about_ca_system_score_gemma":0.03968417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002824342,"about_ca_topic_score_gemma":0.006485538,"domain_scores_codex":[0.9520282,0.03741774,0.001270957,0.001683912,0.002510053,0.0050891],"domain_scores_gemma":[0.8101673,0.109979,0.004729703,0.01524218,0.01302793,0.04685406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001659866,0.0007937779,0.001872378,0.001153906,0.00003486768,0.0003404754,0.01198947,0.000123477,0.0002515237,0.6979576,0.1925153,0.0928013],"study_design_scores_gemma":[0.0001047172,0.000184502,0.001750268,0.00467333,0.00002900442,0.0004076289,0.05094434,0.0002817785,0.0002020153,0.5706097,0.3707228,0.00008981967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005467553,0.06851177,0.004688326,0.8321737,0.01092801,0.0001861681,0.000236019,0.00009489754,0.07771353],"genre_scores_gemma":[0.4209237,0.1223876,0.03465894,0.3036879,0.03879644,0.00254811,0.0009960008,0.0003030406,0.07569818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1073402,"threshold_uncertainty_score":0.5676758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7013945472220352,"score_gpt":0.586827486986067,"score_spread":0.1145670602359682,"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."}}