{"id":"W2025054286","doi":"10.1016/j.smrv.2014.01.003","title":"Insomnia research: 3Ps and beyond","year":2014,"lang":"en","type":"editorial","venue":"Sleep Medicine Reviews","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Insomnia; Medicine; Psychology; Psychiatry","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":[0.01843103,0.005369555,0.007381332,0.01115767,0.005285353,0.01383898,0.006096371,0.03305516,0.01530031],"category_scores_gemma":[0.04889568,0.002397117,0.005960306,0.004801192,0.005429814,0.008826894,0.005543483,0.02585513,0.008976762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008016134,"about_ca_system_score_gemma":0.01332433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005028865,"about_ca_topic_score_gemma":0.01742892,"domain_scores_codex":[0.986716,0.003075713,0.002487149,0.001406394,0.005326805,0.0009878],"domain_scores_gemma":[0.9452819,0.0199086,0.005077323,0.001464541,0.02056224,0.007705458],"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":[0.00004150415,0.00001096589,0.00002997325,0.0008564006,0.00004632508,0.00006624873,0.00001941954,0.00001498465,0.00002945,0.0002395016,0.9906805,0.007964813],"study_design_scores_gemma":[0.0002041666,0.00004680751,0.0003926335,0.004547133,0.0002493882,0.0003131604,0.00009911342,0.0001092332,0.00005317447,0.001784818,0.9921595,0.00004084668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001484992,0.03342006,0.0000561455,0.03549832,0.9304393,0.0000162915,0.00002642607,0.00002364259,0.000505025],"genre_scores_gemma":[0.0001588277,0.01434599,0.00006405182,0.02828367,0.9550669,0.00003230935,0.00001450367,0.00001404211,0.002019656],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03305516,"threshold_uncertainty_score":0.0974738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06545868388545754,"score_gpt":0.4192969636135457,"score_spread":0.3538382797280882,"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."}}